nhaliday + regularizer   302

Comparing within- and between-family polygenic score prediction | bioRxiv
See this thread for our new study on polygenic scores within fraternal twin pairs! Main point: take extra care with polygenic scores for traits like IQ & education, because they're confounded by (what seem to be) socioeconomic status effects. Not so for traits like height & BMI.
The idea is that the parenting is caused by the parental genotype, so it gets (mis)classified as a genetic effect on the children. It's really another way of looking at "genetic nurture" - see the papers from last year.
study  bio  preprint  biodet  behavioral-gen  genetics  sib-study  GWAS  class  s-factor  iq  education  attention  disease  psychiatry  embodied  health  environmental-effects  parenting  regularizer  spearhead  multi  twitter  social  commentary  backup 
7 days ago by nhaliday
Links 3/19: Linkguini | Slate Star Codex
How did the descendants of the Mayan Indians end up in the Eastern Orthodox Church?

Does Parental Quality Matter? Study using three sources of parental variation that are mostly immune to genetic confounding find that “the strong parent-child correlation in education is largely causal”. For example, “the parent-child correlation in education is stronger with the parent that spends more time with the child”.

Before and after pictures of tech leaders like Jeff Bezos, Elon Musk, and Sergey Brin suggest they’re taking supplemental testosterone. And though it may help them keep looking young, Palladium points out that there might be other effects from having some of our most powerful businessmen on a hormone that increases risk-taking and ambition. They ask whether the new availability of testosterone supplements is prolonging Silicon Valley businessmen’s “brash entrepreneur” phase well past the point where they would normally become mature respectable elders. But it also hints at an almost opposite take: average testosterone levels have been falling for decades, so at this point these businessmen would be the only “normal” (by 1950s standards) men out there, and everyone else would be unprecedently risk-averse and boring. Paging Peter Thiel and everyone else who takes about how things “just worked better” in Eisenhower’s day.

China’s SesameCredit social monitoring system, widely portrayed as dystopian, has an 80% approval rate in China (vs. 19% neutral and 1% disapproval). The researchers admit that although all data is confidential and they are not affiliated with the Chinese government, their participants might not believe that confidently enough to answer honestly.

I know how much you guys love attacking EAs for “pathological altruism” or whatever terms you’re using nowadays, so here’s an article where rationalist community member John Beshir describes his experience getting malaria on purpose to help researchers test a vaccine.

Some evidence against the theory that missing fathers cause earlier menarche.

John Nerst of EverythingStudies’ political compass.
ratty  yvain  ssc  links  multi  biodet  behavioral-gen  regularizer  causation  contrarianism  education  correlation  parenting  developmental  direct-indirect  time  religion  christianity  eastern-europe  russia  latin-america  other-xtian  endocrine  trends  malaise  stagnation  thiel  barons  tech  sv  business  rot  zeitgeist  outcome-risk  critique  environmental-effects  poll  china  asia  authoritarianism  alt-inst  sentiment  policy  n-factor  individualism-collectivism  pro-rata  technocracy  managerial-state  civil-liberty  effective-altruism  subculture  wtf  disease  parasites-microbiome  patho-altruism  self-interest  lol  africa  experiment  medicine  expression-survival  things  dimensionality  degrees-of-freedom  sex  composition-decomposition  analytical-holistic  systematic-ad-hoc  coordination  alignment  cooperate-defect  politics  coalitions  ideology  left-wing  right-wing  summary  exit-voice  redistribution  randy-ayndy  welfare-state 
5 weeks ago by nhaliday
The Falling Price of Fat | Pseudoerasmus
Summary : There are too many baroque explanations for the increased prevalence of obesity. I suggest a simple mechanism : falling food prices, rising incomes.
econotariat  broad-econ  pseudoE  economics  supply-demand  food  obesity  trends  explanans  cynicism-idealism  money  compensation  cost-benefit  backup  epidemiology  public-health  roots  regularizer  parsimony 
february 2018 by nhaliday
Unaligned optimization processes as a general problem for society
TL;DR: There are lots of systems in society which seem to fit the pattern of “the incentives for this system are a pretty good approximation of what we actually want, so the system produces good results until it gets powerful, at which point it gets terrible results.”


Here are some more places where this idea could come into play:

- Marketing—humans try to buy things that will make our lives better, but our process for determining this is imperfect. A more powerful optimization process produces extremely good advertising to sell us things that aren’t actually going to make our lives better.
- Politics—we get extremely effective demagogues who pit us against our essential good values.
- Lobbying—as industries get bigger, the optimization process to choose great lobbyists for industries gets larger, but the process to make regulators robust doesn’t get correspondingly stronger. So regulatory capture gets worse and worse. Rent-seeking gets more and more significant.
- Online content—in a weaker internet, sites can’t be addictive except via being good content. In the modern internet, people can feel addicted to things that they wish they weren’t addicted to. We didn’t use to have the social expertise to make clickbait nearly as well as we do it today.
- News—Hyperpartisan news sources are much more worth it if distribution is cheaper and the market is bigger. News sources get an advantage from being truthful, but as society gets bigger, this advantage gets proportionally smaller.


For these reasons, I think it’s quite plausible that humans are fundamentally unable to have a “good” society with a population greater than some threshold, particularly if all these people have access to modern technology. Humans don’t have the rigidity to maintain social institutions in the face of that kind of optimization process. I think it is unlikely but possible (10%?) that this threshold population is smaller than the current population of the US, and that the US will crumble due to the decay of these institutions in the next fifty years if nothing totally crazy happens.
ratty  thinking  metabuch  reflection  metameta  big-yud  clever-rats  ai-control  ai  risk  scale  quality  ability-competence  network-structure  capitalism  randy-ayndy  civil-liberty  marketing  institutions  economics  political-econ  politics  polisci  advertising  rent-seeking  government  coordination  internet  attention  polarization  media  truth  unintended-consequences  alt-inst  efficiency  altruism  society  usa  decentralized  rhetoric  prediction  population  incentives  intervention  criminal-justice  property-rights  redistribution  taxes  externalities  science  monetary-fiscal  public-goodish  zero-positive-sum  markets  cost-benefit  regulation  regularizer  order-disorder  flux-stasis  shift  smoothness  phase-transition  power  definite-planning  optimism  pessimism  homo-hetero  interests  eden-heaven  telos-atelos  threat-modeling  alignment 
february 2018 by nhaliday
Information Processing: US Needs a National AI Strategy: A Sputnik Moment?
FT podcasts on US-China competition and AI: http://infoproc.blogspot.com/2018/05/ft-podcasts-on-us-china-competition-and.html

A new recommended career path for effective altruists: China specialist: https://80000hours.org/articles/china-careers/
Our rough guess is that it would be useful for there to be at least ten people in the community with good knowledge in this area within the next few years.

By “good knowledge” we mean they’ve spent at least 3 years studying these topics and/or living in China.

We chose ten because that would be enough for several people to cover each of the major areas listed (e.g. 4 within AI, 2 within biorisk, 2 within foreign relations, 1 in another area).

AI Policy and Governance Internship: https://www.fhi.ox.ac.uk/ai-policy-governance-internship/

Deciphering China’s AI Dream
The context, components, capabilities, and consequences of
China’s strategy to lead the world in AI

Europe’s AI delusion: https://www.politico.eu/article/opinion-europes-ai-delusion/
Brussels is failing to grasp threats and opportunities of artificial intelligence.

When the computer program AlphaGo beat the Chinese professional Go player Ke Jie in a three-part match, it didn’t take long for Beijing to realize the implications.

If algorithms can already surpass the abilities of a master Go player, it can’t be long before they will be similarly supreme in the activity to which the classic board game has always been compared: war.

As I’ve written before, the great conflict of our time is about who can control the next wave of technological development: the widespread application of artificial intelligence in the economic and military spheres.


If China’s ambitions sound plausible, that’s because the country’s achievements in deep learning are so impressive already. After Microsoft announced that its speech recognition software surpassed human-level language recognition in October 2016, Andrew Ng, then head of research at Baidu, tweeted: “We had surpassed human-level Chinese recognition in 2015; happy to see Microsoft also get there for English less than a year later.”


One obvious advantage China enjoys is access to almost unlimited pools of data. The machine-learning technologies boosting the current wave of AI expansion are as good as the amount of data they can use. That could be the number of people driving cars, photos labeled on the internet or voice samples for translation apps. With 700 or 800 million Chinese internet users and fewer data protection rules, China is as rich in data as the Gulf States are in oil.

How can Europe and the United States compete? They will have to be commensurately better in developing algorithms and computer power. Sadly, Europe is falling behind in these areas as well.


Chinese commentators have embraced the idea of a coming singularity: the moment when AI surpasses human ability. At that point a number of interesting things happen. First, future AI development will be conducted by AI itself, creating exponential feedback loops. Second, humans will become useless for waging war. At that point, the human mind will be unable to keep pace with robotized warfare. With advanced image recognition, data analytics, prediction systems, military brain science and unmanned systems, devastating wars might be waged and won in a matter of minutes.


The argument in the new strategy is fully defensive. It first considers how AI raises new threats and then goes on to discuss the opportunities. The EU and Chinese strategies follow opposite logics. Already on its second page, the text frets about the legal and ethical problems raised by AI and discusses the “legitimate concerns” the technology generates.

The EU’s strategy is organized around three concerns: the need to boost Europe’s AI capacity, ethical issues and social challenges. Unfortunately, even the first dimension quickly turns out to be about “European values” and the need to place “the human” at the center of AI — forgetting that the first word in AI is not “human” but “artificial.”

US military: "LOL, China thinks it's going to be a major player in AI, but we've got all the top AI researchers. You guys will help us develop weapons, right?"

US AI researchers: "No."

US military: "But... maybe just a computer vision app."

US AI researchers: "NO."

AI-risk was a mistake.
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february 2018 by nhaliday
Reconsidering the Heritability of Intelligence in Adulthood: Taking Assortative Mating and Cultural Transmission into Account
Heritability estimates of general intelligence in adulthood generally range from 75 to 85%, with all heritability due to additive genetic influences, while genetic dominance and shared environmental factors are absent, or too small to be detected. These estimates are derived from studies based on the classical twin design and are based on the assumption of random mating. Yet, considerable positive assortative mating has been reported for general intelligence. Unmodeled assortative mating may lead to biased estimates of the relative magnitude of genetic and environmental factors.


Under the preferred phenotypic assortment model, the variance of intelligence in adulthood was not only due to non-shared environmental (18%) and additive genetic factors (44%) but also to non-additive genetic factors (27%) and phenotypic assortment (11%).This non-additive nature of genetic influences on intelligence needs to be accommodated in future GWAS studies for intelligence.
study  biodet  behavioral-gen  psychology  cog-psych  iq  twin-study  sib-study  biases  gotchas  models  map-territory  assortative-mating  variance-components  🌞  nonlinearity  regularizer  intricacy 
november 2017 by nhaliday
Genetic influences on measures of the environment: a systematic review | Psychological Medicine | Cambridge Core
Background. Traditional models of psychiatric epidemiology often assume that the relationship between individuals and their environment is unidirectional, from environment to person. Accumulating evidence from developmental and genetic studies has made this perspective increasingly untenable.

Results. We identified 55 independent studies organized into seven categories: general and specific stressful life events (SLEs), parenting as reported by child, parenting reported by parent, family environment, social support, peer interactions, and marital quality. Thirty-five environmental measures in these categories were examined by at least two studies and produced weighted heritability estimates ranging from 7% to 39%, with most falling between 15% and 35%. The weighted heritability for all environmental measures in all studies was 27%. The weighted heritability for environmental measures by rating method was: self-report 29%, informant report 26%, and direct rater or videotape observation (typically examining 10 min of behavior) 14%.
study  meta-analysis  biodet  behavioral-gen  genetics  population-genetics  🌞  regularizer  environmental-effects  GxE  psychiatry  epidemiology  composition-decomposition 
october 2017 by nhaliday
1 Genetics and Crime
The broader construct of antisocial behavior – which includes criminal offending, as well as aggression – also shows substantial genetic influence. In a meta-analysis combining effect sizes in 51 twin and adoption studies, Rhee and Waldman (2002) reported a heritability estimate of 41 per cent, with the remaining 59 per cent of variance being due to environmental factors. Interestingly, when comparing results for various definitions of antisocial behavior, only criminal offending appeared to be influenced by both additive genetic effects and non-additive genetic effects – possibly due to genetic dominance and epistatic interactions between genes – based on a pattern of results whereby, on average, identical (monozygotic) twin correlations are more than twice the value of fraternal (dizygotic) twin correlations, and also that biological parent–offspring correlations are less than fraternal twin correlations. Such non-additive genetic effects could arise if one or more high risk alleles act in a recessive fashion, or if certain alleles at one locus affect gene expression at other loci (epistasis).

One intriguing aspect of the literature on genetics and crime is that the strong and consistent genetic influence seen for property offending does not hold true for violent criminal convictions. None of the major adoption studies in Scandinavia or the United States found any elevated risk for violent convictions as a function of either biological or adoptive parent criminal offending, although one early twin study did find greater identical (monozygotic) than fraternal (dizygotic) concordance for violent convictions (see Cloninger and Gottesman, 1987). This pattern of twin, but not parent-offspring, similarity for violent criminal behavior suggests the possibility of non-additive genetic effects due to dominance or epistasis, which would result in increased resemblance for siblings (and twins), but not for parents and offspring. Thus, there may be genetic risk for violent crimes such as murder and rape, which may stem from rare recessive genes, or specific combinations of alleles that do not appear in studies of vertical transmission across generations.

A Swedish national twin study of criminal behavior and its violent, white-collar and property subtypes: https://www.cambridge.org/core/journals/psychological-medicine/article/a-swedish-national-twin-study-of-criminal-behavior-and-its-violent-white-collar-and-property-subtypes/0D9A88185ED0FD5525A5EBD5D2EBA117
For all criminal convictions, heritability was estimated at around 45% in both sexes, with the shared environment accounting for 18% of the variance in liability in females and 27% in males. The correlation of these risk factors across sexes was estimated at +0.63. In men, the magnitudes of genetic and environmental influence were similar in the three criminal conviction subtypes. However, for violent and white-collar convictions, nearly half and one-third of the genetic effects were respectively unique to that criminal subtype. About half of the familial environmental effects were unique to property convictions.

Heritability, Assortative Mating and Gender Differences in Violent Crime: Results from a Total Population Sample Using Twin, Adoption, and Sibling Models: https://link.springer.com/article/10.1007/s10519-011-9483-0
Using 36k twins, violent crime was moderately heritable (~ 55%) w/ 13% shared environment influence. Using 1.5 mil siblings, heritability was higher for males, & family environment higher for females. Moderate assortative mating for violent crime (r = .4).

The impact of neighbourhood deprivation on adolescent violent criminality and substance misuse: A longitudinal, quasi-experimental study of the total Swedish population: https://academic.oup.com/ije/article/42/4/1057/656274/The-impact-of-neighbourhood-deprivation-on
In the crude model, an increase of 1 SD in neighbourhood deprivation was associated with a 57% increase in the odds of being convicted of a violent crime (95% CI 52%–63%). The effect was greatly attenuated when adjustment was made for a number of observed confounders (OR 1.09, 95% CI 1.06–1.11). When we additionally adjusted for unobserved familial confounders, the effect was no longer present (OR 0.96, 95% CI 0.84–1.10). Similar results were observed for substance misuse. The results were not due to poor variability either between neighbourhoods or within families.

Childhood family income, adolescent violent criminality and substance misuse: quasi-experimental total population study: http://bjp.rcpsych.org/content/early/2014/08/14/bjp.bp.113.136200
What did surprise him was that when he looked at families which had started poor and got richer, the younger children—those born into relative affluence—were just as likely to misbehave when they were teenagers as their elder siblings had been. Family income was not, per se, the determining factor.

Indicators of domestic/intimate partner violence are structured by genetic and nonshared environmental influences: https://www.researchgate.net/publication/233737219_Indicators_of_domesticintimate_partner_violence_are_structured_by_genetic_and_nonshared_environmental_influences
Three indicators of IPV were measured and genetic factors accounted for 24% of the variance in hitting one's partner, 54% of the variance in injuring one's partner, and 51% of the variance in forcing sexual activity on one's partner. The shared environment explained none of the variance across all three indicators and the nonshared environment explained the remainder of the variance.
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october 2017 by nhaliday
GOP tax plan would provide major gains for richest 1%, uneven benefits for the middle class, report says - The Washington Post
Trump tweets: For his voters.
Tax plan: Something else entirely.
This is appallingly stupid if accurate


Treasury Removes Paper at Odds With Mnuchin’s Take on Corporate-Tax Cut’s Winners: https://www.wsj.com/articles/treasury-removes-paper-at-odds-with-mnuchins-take-on-corporate-tax-cuts-winners-1506638463

Tax changes for graduate students under the Tax Cuts and Jobs Act: https://bcide.gitlab.io/post/gop-tax-plan/
H.R.1 – 155th Congress (Tax Cuts and Jobs Act) 1 proposes changes to the US Tax Code that threatens to destroy the finances of STEM graduate students nationwide. The offending provision, 1204(a)(3), strikes section 117(d) 2 of the US Tax Code. This means that under the proposal, tuition waivers are considered taxable income.

For graduate students, this means an increase of thousands of dollars in owed federal taxes. Below I show a calculation for my own situation. The short of it is this: My federal taxes increase from ~7.5% of my income to ~31%. I will owe about $6300 more in federal taxes under this legislation. Like many other STEM students, my choices would be limited to taking on significant debt or quitting my program entirely.

The Republican War on College: https://www.theatlantic.com/business/archive/2017/11/republican-college/546308/

Trump's plan to tax colleges will harm higher education — but it's still a good idea: http://www.businessinsider.com/trump-tax-plan-taxing-colleges-is-a-good-idea-2017-11
- James Miller

The Republican Tax Plan Is a Disaster for Families With Children: http://www.motherjones.com/kevin-drum/2017/11/the-republican-tax-plan-is-a-disaster-for-families-with-children/
- Kevin Drum

The gains from cutting corporate tax rates: http://marginalrevolution.com/marginalrevolution/2017/11/corporate-taxes-2.html
I’ve been reading in this area on and off since the 1980s, and I really don’t think these are phony results.

Entrepreneurship and State Taxation: https://www.federalreserve.gov/econres/feds/files/2018003pap.pdf
We find that new firm employment is negatively—and disproportionately—affected by corporate tax rates. We find little evidence of an effect of personal and sales taxes on entrepreneurial outcomes.

nobody in the comments section seems to have even considered the comparison with universities

The GOP Tax Bills Are Infrastructure Bills Too. Here’s Why.: http://www.governing.com/topics/transportation-infrastructure/gov-republican-tax-bills-impact-infrastructure.html
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september 2017 by nhaliday
Testing the moderation of quantitative gene by environment interactions in unrelated individuals | bioRxiv
We use simulation to estimate the accuracy, power, and type I error rates of our method and to gauge its computational performance, and then apply this method to IQ data measured on 40,172 individuals with whole-genome SNP data from the UK Biobank. We found that the additive genetic variation of IQ tagged by SNPs increases as socioeconomic status (SES) decreases, opposite the direction found by several twin studies conducted in the U.S. on adolescents, but consistent with several studies from Europe and Australia on adults.
study  bio  preprint  biodet  behavioral-gen  genetics  GxE  class  iq  britain  environmental-effects  regularizer  variance-components  correlation  s-factor 
september 2017 by nhaliday
American income statistics aren't quite what people are saying they are — Adam Smith Institute
not very convincing rebuttal to wage stagnation, frankly (yes a few products have gotten cheaper/better, but do you have some sort of rigorous PPP adjustment via a representative basket of goods? healthcare is probably not all that much better...)
albion  econotariat  org:ngo  org:anglo  commentary  news  org:rec  money  compensation  stagnation  trends  zeitgeist  gender  gender-diff  healthcare  intricacy  data  regularizer  time-series 
september 2017 by nhaliday
Nasty, brutish, but not that short | West Hunter
Average life span is pretty short for contemporary foragers (30-35 years). For that matter, it was short for agricultural peoples until fairly recently. Most people probably don’t know this. Most of the people who do know fundamentally misunderstand it. Today most people die when they’re old, moderately close to the average age of death. Back in the day, a very large fraction died when young, due to infectious disease and food shortages. And subincision. Most people who know about those short lifespans in the past somehow can’t really believe that infant mortality accounts for most of the difference. If the average lifespan was 30, they figure that hardly anyone made it to 40. I’ve had a doctor explain to me that that hardly anyone lived to be 70 in 1900 in the US (!).

We know that this is not the case in contemporary hunter-gatherers. If you make it to 15, you have a pretty good chance of making it to 60. Life expectancy at 15 was about 48 among the Australian Aborigines and 51 for the !Kung Bushmen. In some other groups, expected lifetime at 15 was lower, in the 30s. Still – even so lots of people made it to 60 or later.

A high average paternal age was only possible if quite a few guys lived well over 50 – but that happened.
west-hunter  scitariat  discussion  rant  knowledge  longevity  farmers-and-foragers  sapiens  demographics  data  regularizer  life-history  paternal-age 
september 2017 by nhaliday
Career Options for Scientists
Most PhD students in the biological sciences will not go on to become academics. For these individuals, choosing the best career path can be difficult. Fortunately, there are many options that allow them to take advantage of skills they hone during graduate and postdoctoral work.

The declining interest in an academic career: http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0184130
study  essay  advice  career  planning  long-term  higher-ed  academia  science  uncertainty  regularizer  supply-demand  data  visualization  trends  grad-school  phd  🔬  success  arbitrage  progression  multi  longitudinal  values  poll  flux-stasis  time  correlation 
september 2017 by nhaliday
Charity Cost-Effectiveness in an Uncertain World – Foundational Research Institute
Evaluating the effectiveness of our actions, or even just whether they're positive or negative by our values, is very difficult. One approach is to focus on clear, quantifiable metrics and assume that the larger, indirect considerations just kind of work out. Another way to deal with uncertainty is to focus on actions that seem likely to have generally positive effects across many scenarios, and often this approach amounts to meta-level activities like encouraging positive-sum institutions, philosophical inquiry, and effective altruism in general. When we consider flow-through effects of our actions, the seemingly vast gaps in cost-effectiveness among charities are humbled to more modest differences, and we begin to find more worth in the diversity of activities that different people are pursuing.
ratty  effective-altruism  subculture  article  decision-making  miri-cfar  charity  uncertainty  moments  reflection  regularizer  wire-guided  robust  outcome-risk  flexibility  🤖  spock  info-dynamics  efficiency  arbitrage 
august 2017 by nhaliday
The Scholar's Stage: There Is No "Right Side" of History
Open celebrations of slavery like the sort Hammond offered would not become common until the 1840s. By the eve of the Civil War they were the only "politically correct" things a politician from the Deep South could say about slavery. I refer those interested in the story of how slavery's most radical defenders were able to manipulate and mold southern society and culture until political elites across the region championed slavery as a positive good worth dying for to Freehling's book. The point I would like to make here is a bit more basic. The American south of 1860 was more racist, more despotic, and less tolerant of traditional Americans liberties like freedom of speech than was the American south 1790. If you had pulled Jefferson's grandchildren to the side in 1855 and asked them what the "right side" of history was, they would probably reply that it was the abolitionists, not the slavers, who were on the wrong side of it.

There is an obvious lesson here for all politicians and activists inclined to talk about "the right side of history" today. History has no direction discernible to mankind. Surveying current cultural trends is a foolish way to predict the future and the judgments of posterity are far too fickle to guide our actions in the present.
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august 2017 by nhaliday
America's Ur-Choropleths
Gabriel Rossman remarked to me a while ago that most choropleth maps of the U.S. for whatever variable in effect show population density more than anything else. (There’s an xkcd strip about this, too.) The other big variable, in the U.S. case, is Percent Black. Between the two of them, population density and percent black will do a lot to obliterate many a suggestively-patterned map of the United States. Those two variables aren’t explanations of anything in isolation, but if it turns out it’s more useful to know one or both of them instead of the thing you’re plotting, you probably want to reconsider your theory.

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august 2017 by nhaliday
key fact: cognitive ability is not growing in importance, but non-cognitive ability is

The labor market increasingly rewards social skills. Between 1980 and 2012, jobs requiring high levels of social interaction grew by nearly 12 percentage points as a share of the U.S. labor force. Math-intensive but less social jobs—including many STEM occupations—shrank by 3.3 percentage points over the same period. Employment and wage growth was particularly strong for jobs requiring high levels of both math skill and social skill. To understand these patterns, I develop a model of team production where workers “trade tasks” to exploit their comparative advantage. In the model, social skills reduce coordination costs, allowing workers to specialize and work together more efficiently. The model generates predictions about sorting and the relative returns to skill across occupations, which I investigate using data from the NLSY79 and the NLSY97. Using a comparable set of skill measures and covariates across survey waves, I find that the labor market return to social skills was much greater in the 2000s than in the mid 1980s and 1990s. JEL Codes: I20, I24, J01, J23, J24, J31

The Increasing Complementarity between Cognitive and Social Skills: http://econ.ucsb.edu/~weinberg/MathSocialWeinberger.pdf

The Changing Roles of Education and Ability in Wage Determination: http://business.uow.edu.au/content/groups/public/@web/@commerce/@research/documents/doc/uow130116.pdf

Intelligence and socioeconomic success: A meta-analytic review of longitudinal research: http://www.emilkirkegaard.dk/en/wp-content/uploads/Intelligence-and-socioeconomic-success-A-meta-analytic-review-of-longitudinal-research.pdf
Moderator analyses showed that the relationship between intelligence and success is dependent on the age of the sample but there is little evidence of any historical trend in the relationship.

that feelio when america has crossed an inflection point and EQ is obviously more important for success in todays society than IQ
I think this is how to understand a lot of "corporate commitment to diversity" stuff.Not the only reason ofc, but reason it's so impregnable
compare: https://pinboard.in/u:nhaliday/b:e9ac3d38e7a1
and: https://pinboard.in/u:nhaliday/b:a38f5756170d

g-reliant skills seem most susceptible to automation: https://fredrikdeboer.com/2017/06/14/g-reliant-skills-seem-most-susceptible-to-automation/

THE ERROR TERM: https://spottedtoad.wordpress.com/2018/02/19/the-error-term/
Imagine an objective function- something you want to maximize or minimize- with both a deterministic and a random component.


Part of y is rules-based and rational, part is random and outside rational control. Obviously, the ascent of civilization has, to the extent it has taken place, been based on focusing energies on those parts of the world that are responsive to rational interpretation and control.

But an interesting thing happens once automated processes are able to take over the mapping of patterns onto rules. The portion of the world that is responsive to algorithmic interpretation is also the rational, rules-based portion, almost tautologically. But in terms of our actual objective functions- the real portions of the world that we are trying to affect or influence- subtracting out the portion susceptible to algorithms does not eliminate the variation or make it unimportant. It simply makes it much more purely random rather than only partially so.

The interesting thing, to me, is that economic returns accumulate to the random portion of variation just as to the deterministic portion. In fact, if everybody has access to the same algorithms, the returns may well be largely to the random portion. The efficient market hypothesis in action, more or less.


But more generally, as more and more of the society comes under algorithmic control, as various forms of automated intelligence become ubiquitous, the remaining portion, and the portion for which individual workers are rewarded, might well become more irrational, more random, less satisfying, less intelligent.

Golden age for team players: https://news.harvard.edu/gazette/story/2017/10/social-skills-increasingly-valuable-to-employers-harvard-economist-finds/
Strong social skills increasingly valuable to employers, study finds

Number of available jobs by skill set (over time)

Changes in hourly wages by skill set (over time)

A resolution for the new year: Remember that intelligence is a predictor of social intelligence!
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august 2017 by nhaliday
The Gulf Stream Myth
1. Fifty percent of the winter temperature difference across the North Atlantic is caused by the eastward atmospheric transport of heat released by the ocean that was absorbed and stored in the summer.
2. Fifty percent is caused by the stationary waves of the atmospheric flow.
3. The ocean heat transport contributes a small warming across the basin.

Is the Gulf Stream responsible for Europe’s mild winters?: http://ocp.ldeo.columbia.edu/res/div/ocp/gs/pubs/Seager_etal_QJ_2002.pdf
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august 2017 by nhaliday
The Myth of the Barter Economy - The Atlantic
When barter has appeared, it wasn’t as part of a purely barter economy, and money didn’t emerge from it—rather, it emerged from money. After Rome fell, for instance, Europeans used barter as a substitute for the Roman currency people had gotten used to. “In most of the cases we know about, [barter] takes place between people who are familiar with the use of money, but for one reason or another, don’t have a lot of it around,” explains David Graeber, an anthropology professor at the London School of Economics.

So if barter never existed, what did? Anthropologists describe a wide variety of methods of exchange—none of which are of the “two-cows-for-10-bushels-of-wheat” variety.

Communities of Iroquois Native Americans, for instance, stockpiled their goods in longhouses. Female councils then allocated the goods, explains Graeber. Other indigenous communities relied on “gift economies,” which went something like this: If you were a baker who needed meat, you didn’t offer your bagels for the butcher’s steaks. Instead, you got your wife to hint to the butcher’s wife that you two were low on iron, and she’d say something like “Oh really? Have a hamburger, we’ve got plenty!” Down the line, the butcher might want a birthday cake, or help moving to a new apartment, and you’d help him out.
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july 2017 by nhaliday
Is the U.S. Aggregate Production Function Cobb-Douglas? New Estimates of the Elasticity of Substitution∗
world-wide: http://www.socsci.uci.edu/~duffy/papers/jeg2.pdf
We find that IPP capital entirely explains the observed decline of the US labor share, which otherwise is secularly constant over the past 65 years for structures and equipment capital. The labor share decline simply reflects the fact that the US economy is undergoing a transition toward a larger IPP sector.
The Fall of the Labor Share and the Rise of Superstar Firms: http://www.nber.org/papers/w23396
The Decline of the U.S. Labor Share: https://www.brookings.edu/wp-content/uploads/2016/07/2013b_elsby_labor_share.pdf
Table 2 has industry disaggregation
Estimating the U.S. labor share: https://www.bls.gov/opub/mlr/2017/article/estimating-the-us-labor-share.htm

Why Workers Are Losing to Capitalists: https://www.bloomberg.com/view/articles/2017-09-20/why-workers-are-losing-to-capitalists
Automation and offshoring may be conspiring to reduce labor's share of income.
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july 2017 by nhaliday
mental gluttony – Snakes and Ladders
Again, while it is a great blessing that a man no longer has to be rich in order to enjoy the masterpieces of the past, for paperbacks, first-rate color reproductions, and stereo-phonograph records have made them available to all but the very poor, this ease of access, if misused — and we do misuse it — can become a curse. We are all of us tempted to read more books, look at more pictures, listen to more music than we can possibly absorb, and the result of such gluttony is not a cultured mind but a consuming one; what it reads, looks at, listens to is immediately forgotten, leaving no more traces behind than yesterday’s newspaper.

Clearing up browser bookmarks of saved reading. Realizing that having way too much to read for a lifetime isn't something to be proud of.

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july 2017 by nhaliday
the mass defunding of higher education that’s yet to come – the ANOVA
Meanwhile, in my very large network of professional academics, almost no one recognizes any threat at all. Many, I can say with great confidence, would reply to the poll above with glee. They would tell you that they don’t want the support of Republicans. There’s little attempt to grapple with the simple, pragmatic realities of political power and how it threatens vulnerable institutions whose funding is in doubt. That’s because there is no professional or social incentive in the academy to think strategically or to understand that there is a world beyond campus. Instead, all of the incentives point towards constantly affirming one’s position in the moral aristocracy that the academy has imagined itself as. The less one spends on concerns about how the university and its subsidiary departments function in our broader society, the greater one’s performed fealty to the presumed righteousness of the communal values. I cannot imagine a professional culture less equipped to deal with a crisis than that of academics in the humanities and social sciences and the current threats of today. The Iron Law of Institutions defines the modern university, and what moves someone up the professional ranks within a given field is precisely the type of studied indifference to any concerns that originate outside of the campus walls.


TBH, if people like Ben Shapiro need $600k security details, universities are on borrowed time. There will be a push to defund

It's interesting that this bill was passed at Wisconsin.
I'm not sure how familiar you guys are with what's been going on there, but the University system in Wisconsin has been the site of some serious, really playing-for-keeps, both-sides-engaged-and-firing-on-all-cylinders culture war the last 8 years. Anyone interested in Freddie de Boer's claims about the significant threat Universities face from plummeting support from conservatives should probably be familiar with Wisconsin, as it's been a real beachhead.

Republicans Stuff Education Bill With Conservative Social Agenda: https://www.nytimes.com/2018/02/01/us/first-amendment-education-bill.html
Religious colleges would be able to bar openly same-sex relationships without fear of repercussions.
Religious student groups could block people who do not share their faith from becoming members.
Controversial speakers would have more leverage when they want to appear at colleges.


lost in "left v. right free speech" debate is that right="don't agree with BLM"; left: "white men deserve to die" @jttiehen @iamcuriousblue
the left needs free speech protections not just bc it "has less power", contra FDB and others, but because it says far more egregious shit
fact is, it's a "microaggression" to say america's a land of opportunity, scholarly&woke to say white males are fragile idiots, deserve pain

On Tommy Curry: https://necpluribusimpar.net/on-tommy-curry/
A few days ago, Rod Dreher wrote a piece in The American Conservative about a 4 year old interview of Tommy Curry, a professor of philosophy at Texas A&M University. (I would like to add that, although I’m going to criticize Dreher’s article, I think The American Conservative is actually a pretty good publication. In particular, on foreign policy, it’s one of the few publications in the US where sanity has not totally disappeared.) In that article, among other things, Dreher quotes Curry as saying that “in order to be equal, in order to be liberated, some white people might have to die”.


With the context, it’s clear that, in the statement quoted by Dreher, Curry wasn’t necessarily expressing his own view, but lamenting what he takes to be the erasure of the fact that, throughout American history, many black leaders have taken seriously the possibility of resorting to violence in order to protect themselves. (I actually think he is right about that, but that’s a pretty common phenomenon. Once a political/cultural figure becomes coopted by the establishment, he is turned into a consensual figure, even though he used to be quite controversial. This happened to Martin Luther King and Gandhi, but also to Charles De Gaulle and Winston Churchill, so despite what Curry seems to think I doubt it has much to do with race.)


Although he deserves censure for misrepresenting Curry’s interview, there is one thing Dreher says which strikes me as correct. Indeed, even if you don’t misrepresent what Curry said, it’s clear that any white person saying even half of it would immediately become the object of universal vilification and be cast out of polite society. Indeed, it’s striking how bigoted and, let’s say it, racist and/or sexist language has become on the left, which is apparently okay as long as no minority is targeted.

Texas College Op-Ed Calls For Ethnic Cleansing: http://www.theamericanconservative.com/dreher/texas-college-op-ed-calls-for-ethnic-cleansing/

Opposing Liberal Academia Doesn't Make One 'Anti-Intellectual': http://www.nationalreview.com/corner/444031/opposing-liberal-academia-doesnt-make-one-anti-intellectual
David French on David Gelernter
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july 2017 by nhaliday
In Defense of Individualist Culture | Otium
The salient feature of an individualist environment is that nobody directly tries to make you do anything.


I see a lot of writers these days raising problems with modern individualist culture, and it may be an especially timely topic. The Internet is a novel superstimulus, and it changes more rapidly, and affords people more options, than ever before. We need to think about the actual consequences of a world where many people are in practice being left alone to do what they want, and clearly not all the consequences are positive.

But I do want to suggest some considerations in favor of individualist culture — that often-derided “atomized modern world” that most of us live in.

We Aren’t Clay

interesting: https://slatestarscratchpad.tumblr.com/post/162329749236/httpssrconstantinwordpresscom20170627in-de

Patriarchy is the Problem: https://srconstantin.wordpress.com/2017/09/12/patriarchy-is-the-problem/
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june 2017 by nhaliday
Double world GDP | Open Borders: The Case
Economics and Emigration: Trillion-Dollar Bills on the Sidewalk?: https://www.aeaweb.org/articles?id=10.1257/jep.25.3.83
The Openness-Equality Trade-Off in Global Redistribution: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2509305
Immigration, Justice, and Prosperity: http://quillette.com/2017/07/29/immigration-justice-prosperity/

Some Countries Are Much Richer Than Others. Is That Unjust?: http://quillette.com/2017/07/23/countries-much-richer-others-unjust/
But we shouldn’t automatically assume that wealth disparities across the world are unjust and that the developed world owes aid as a matter of justice. This is because the best way to make sense of the Great Divergence is that certain economic and political institutions, namely those that facilitated economic growth, arose in some countries and not others. Thus perhaps the benevolent among us should also try to encourage – by example rather than force – the development of such institutions in places where they do not exist.

An Argument Against Open Borders and Liberal Hubris: http://quillette.com/2017/08/27/argument-open-borders-liberal-hubris/
We do not have open borders but we are experiencing unprecedented demographic change. What progressives should remember is that civilisation is not a science laboratory. The consequences of failed experiments endure. That is the main virtue of gradual change; we can test new waters and not leap into their depths.

A Radical Solution to Global Income Inequality: Make the U.S. More Like Qatar: https://newrepublic.com/article/120179/how-reduce-global-income-inequality-open-immigration-policies

Why nation-states are good: https://aeon.co/essays/capitalists-need-the-nation-state-more-than-it-needs-them
The nation-state remains the best foundation for capitalism, and hyper-globalisation risks destroying it
- Dani Rodrik
Given the non-uniqueness of practices and institutions enabling capitalism, it’s not surprising that nation-states also resolve key social trade-offs differently. The world does not agree on how to balance equality against opportunity, economic security against innovation, health and environmental risks against technological innovation, stability against dynamism, economic outcomes against social and cultural values, and many other consequences of institutional choice. Developing nations have different institutional requirements than rich nations. There are, in short, strong arguments against global institutional harmonisation.
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june 2017 by nhaliday
How important was colonial trade for the rise of Europe? | Economic Growth in History
The latter view became the orthodoxy among economists and economic historians after Patrick O’Brien’s 1982 paper, which in one of many of Patrick’s celebrated phrases, claims that “”the periphery vs peripheral” for Europe. He concludes the paper by writing:

“[G]rowth, stagnation, and decay everywhere in Western Europe can be explained mainly by reference to endogenous forces. … for the economic growth of the core, the periphery was peripheral.”

This is the view that remarkable scholars such as N. Crafts, Deirdre McCloskey, or Joel Mokyr repeat today (though Crafts would argue cotton imports would have mattered in a late stage, and my reading of Mokyr is that he has softened his earlier view from the 1980s a little, specifically in the book The Enlightened Economy.) Even recently, Brad deLong has classifyied O’Brien’s 1982 position as “air tight”.

Among economists and economic historians more on the economics side, I would say that O’Brien’s paper was only one of two strong hits against the “Worlds-System” and related schools of thoughts of the 1970s, the other hit being Solow’s earlier conclusion that TFP growth (usually interpreted as technology, though there’s more to it than that) has accounted for economic growth a great deal more than capital accumulation, which is what Hobsbawm and Wallerstein, in their neo-Marxist framework, emphasize.

A friend tonight, on the third world and the first world, and our relationships to the past: "They don't forget, and we don't remember."
imo the European Intifada is being fueled by anti-Europeanism & widely taught ideas like this one discussed - Europe stole its riches

The British Empire was cruel, rapacious and racist. But contrary to what Shashi Tharoor writes in An Era Of Darkness, the fault for India’s miseries lies upon itself.

Indeed, the anti-Tharoor argument is arguably closer to the truth, because the British tended to use the landlord system in places where landlords were already in place, and at times when the British were relatively weak and couldn’t afford to upset tradition. Only after they became confident in their power did the British start to bypass the landlord class and tax the cultivators directly. King’s College London historian Jon Wilson (2016) writes in India Conquered, “Wherever it was implemented, raiyatwar began as a form of military rule.” Thus the system that Tharoor implicitly promotes, and which is associated with higher agricultural productivity today, arose from the very same colonialism that he blames for so many of India’s current woes. History does not always tell the parables that we wish to hear.


India’s share of the world economy was large in the eighteenth century for one simple reason: when the entire world was poor, India had a large share of the world’s population. India’s share fell because with the coming of the Industrial Revolution, Europe and North America saw increases of income per capita to levels never before seen in all of human history. This unprecedented growth cannot be explained by Britain’s depredations against India. Britain was not importing steam engines from India.

The big story of the Great Divergence is not that India got poorer, but that other countries got much richer. Even at the peak of Mughal wealth in 1600, the best estimates of economic historians suggest that GDP per capita was 61% higher in Great Britain. By 1750–before the battle of Plassey and the British takeover–GDP per capita in Great Britain was more than twice what it was in India (Broadberry, Custodis, and Gupta 2015). The Great Divergence has long roots.

Tharoor seems blinded by the glittering jewels of the Maharajas and the Mughals. He writes with evident satisfaction that when in 1615 the first British ambassador presented himself to the court of Emperor Jehangir in Agra, “the Englishman was a supplicant at the feet of the world’s mightiest and most opulent monarch.” True; but the Emperor’s opulence was produced on the backs of millions of poor subjects. Writing at the same time and place, the Dutch merchant Francisco Pelsaert (1626) contrasted the “great superfluity and absolute power” of the rich with “the utter subjection and poverty of the common people–poverty so great and miserable that the life of the people can be depicted…only as the home of stark want and the dwelling-place of bitter woe.” Indian rulers were rich because the empire was large and inequality was extreme.

In pre-colonial India the rulers, both Mughal and Maratha, extracted _anywhere from one-third to one half of all gross agricultural output_ and most of what was extracted was spent on opulence and the armed forces, not on improving agricultural productivity (Raychaudhuri 1982).


The British were awful rulers but the history of India is a long story of awful rulers (just as it is for most countries). Indeed, by Maddison’s (2007) calculations _the British extracted less from the Indian economy than did the Mughal Dynasty_. The Mughals built their palaces in India while the British built most of their palaces in Britain, but that was little comfort to the Indian peasant who paid for both. The Kohinoor diamond that graces the cover of Inglorious Empire is a telling symbol. Yes, it was stolen by the British (who stole it from the Sikhs who stole it from the Afghanis who stole it from the Mughals who stole it from one of the kings of South India). But how many Indians would have been better off if this bauble had stayed in India? Perhaps one reason why more Indians didn’t take up arms against the British was that for most of them, British rule was a case of meet the new boss, same as the old boss.

more for effect on colonies: https://pinboard.in/u:nhaliday/b:4b0128372fe9

INDIA AND THE GREAT DIVERGENCE: AN ANGLO-INDIAN COMPARISON OF GDP PER CAPITA, 1600-1871: http://eh.net/eha/wp-content/uploads/2013/11/Guptaetal.pdf
This paper provides estimates of Indian GDP constructed from the output side for the pre-1871 period, and combines them with population estimates to track changes in living standards. Indian per capita GDP declined steadily during the seventeenth and eighteenth centuries before stabilising during the nineteenth century. As British living standards increased from the mid-seventeenth century, India fell increasingly behind. Whereas in 1600, Indian per capita GDP was over 60 per cent of the British level, by 1871 it had fallen to less than 15 per cent. As well as placing the origins of the Great Divergence firmly in the early modern period, the estimates suggest a relatively prosperous India at the height of the Mughal Empire, with living standards well above bare bones subsistence.

but some of the Asian wage data (especialy India) have laughably small samples (see Broadberry & Gupta)

How profitable was colonialism for various European powers?: https://www.reddit.com/r/AskHistorians/comments/p1q1q/how_profitable_was_colonialism_for_various/

How did Britain benefit from colonising India? What did colonial powers gain except for a sense of power?: https://www.quora.com/How-did-Britain-benefit-from-colonising-India-What-did-colonial-powers-gain-except-for-a-sense-of-power
The EIC period was mostly profitable, though it had recurring problems with its finances. The initial voyages from Surat in 1600s were hugely successful and brought profits as high as 200%. However, the competition from the Dutch East India Company started to drive down prices, at least for spices. Investing in EIC wasn’t always a sure shot way to gains - British investors who contributed to the second East India joint stock of 1.6 million pounds between 1617 and 1632 ended up losing money.


An alternate view is that the revenues of EIC were very small compared to the GDP of Britain, and hardly made an impact to the overall economy. For instance, the EIC Revenue in 1800 was 7.8m pounds while the British GDP in the same period was 343m pounds, and hence EIC revenue was only 2% of the overall GDP. (I got these figures from an individual blog and haven’t verified them).


The British Crown period - The territory of British India Provinces had expanded greatly and therefore the tax revenues had grown in proportion. The efficient taxation system paid its own administrative expenses as well as the cost of the large British Indian Army. British salaries were lucrative - the Viceroy received £25,000 a year, and Governors £10,000 for instance besides the lavish amenities in the form of subsidized housing, utilities, rest houses, etc.


Indian eminent intellectual, Dadabhai Naoroji wrote how the British systematically ensured the draining of Indian economy of its wealth and his theory is famously known as ‘Drain of Wealth’ theory. In his book 'Poverty' he estimated a 200–300 million pounds loss of revenue to Britain that is not returned.

At the same time, a fair bit of money did go back into India itself to support further colonial infrastructure. Note the explosion of infrastructure (Railway lines, 100+ Cantonment towns, 60+ Hill stations, Courthouses, Universities, Colleges, Irrigation Canals, Imperial capital of New Delhi) from 1857 onward till 1930s. Of course, these infrastructure projects were not due to any altruistic motive of the British. They were intended to make their India empire more secure, comfortable, efficient, and to display their grandeur. Huge sums of money were spent in the 3 Delhi Durbars conducted in this period.

So how profitable was the British Crown period? Probably not much. Instead bureaucracy, prestige, grandeur, comfort reigned supreme for the 70,000 odd British people in India.


There was a realization in Britain that colonies were not particularly economically beneficial to the home economy. … [more]
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june 2017 by nhaliday
Electroconvulsive therapy: a crude, controversial out-of-favor treatme – Coyne of the Realm
various evidence that ECT works

I will soon be offering e-books providing skeptical looks at mindfulness and positive psychology, as well as scientific writing courses on the web as I have been doing face-to-face for almost a decade.


Coyne of the Realm Takes a Skeptical Look at Mindfulness — Table of Contents: https://www.coyneoftherealm.com/pages/coyne-of-the-realm-takes-a-skeptical-look-at-mindfulness-table-of-contents

Mind the Hype: A Critical Evaluation and Prescriptive Agenda for Research on Mindfulness and Meditation: http://journals.sagepub.com/doi/10.1177/1745691617709589
Where's the Proof That Mindfulness Meditation Works?: https://www.scientificamerican.com/article/wheres-the-proof-that-mindfulness-meditation-works1/
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june 2017 by nhaliday
My review of Robert Gordon's *Rise and Fall of American Growth* - Marginal REVOLUTION
And here is the “oops” aspect of the book:

What Gordon neglects to mention, however, is that he is also the author of a 2003 Brookings essay titled “Exploding Productivity Growth,” in which he optimistically predicted that productivity in the United States would grow by 2.2 to 2.8 percent for the next two decades, most likely averaging 2.5 percent a year; he even suggested that a three percent rate was possible.

…Gordon offers a brief history of the evolution of his views on productivity. Yet he does not mention the 2003 essay, nor does he explain why he has changed his mind so dramatically. He also fails to cite other proponents of the stagnation thesis, even though…their work predates his book.
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june 2017 by nhaliday
Does the European Marriage Pattern Explain Economic Growth?
Hajnal not validated:
There is no evidence that the EMP improved economic performance by empowering women, increasing human capital investment, adjusting population to economic trends, or sustaining beneficial cultural norms. European economic success was not caused by the EMP and its sources must therefore be sought in other factors.

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june 2017 by nhaliday
The material over the ideological – Gene Expression
I come not to praise or bury Max Weber. Rather, I come to commend where warranted, and dismiss where necessary.

The problem as I see it is that though a meticulous scholar, Max Weber is the father of erudite sophistry which passes as punditry. Though he was arguably a fox, his genealogy has given rise to many hedgehogs.

Weber is famous for his work on relating the Protestant ethic and capitalism (more precisely, Calvinism). In general I think Weber is less right than he is wrong on this issue. But the bigger problem is that Weber’s style of interpretative historical analysis also has spawned many inferior and positively muddled imitators, whether consciously or not.

To my mind the problems with Weber’s sweeping generalizations, interpretations, and inferences, are clearest on the topic of China. His assertions on the nature of the Chinese mind informed by Confucianism, and how it would relate to (and hinder) modern economic development are very hit or miss.
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may 2017 by nhaliday
The variance of among-group variance is substantial and does not depend on the number of loci contributing to variance in the character. It is just as large for polygenic characters as for single loci with the same additive variance. This implies that one polygenic character contains exactly as much information about population relationships as one single-locus marker.

same is true of expectation apparently (so drift has same impact on polygenic and single-locus traits)
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may 2017 by nhaliday
Assortive mating and income inequality | West Hunter
More than in the past, we have doctors marrying other doctors, rather than nurses, basically because of an increase in assortative mating for education. Ceteris paribus, this would tend to cause greater income equality among families. Is it the main driver of increasing income inequality?

Not at all. Most of the increase over the last 30 years has been among business executives and people working in finance. Since 1979, 58% of the expansion of income of the top 1% of households has this origin. For the top 0.1% of households, it’s been 67%.


Now I’m about to say something a little dangerous – so get your nitroglycerin pills ready.

Maybe those finance guys and CEOs are delivering enormously more value than they did in the 1950s!

For those remaining readers that haven’t died laughing, increased assortative mating probably has contributed to income inequality. Just not very much. Changes in the tax code, outsourcing, automation, smothering the board of directors in cream, and inattentive stockholders all matter more.

capital gains: https://westhunt.wordpress.com/2014/03/21/assortive-mating-and-income-inequality/#comment-24318
Educational Homogamy and Assortative Mating Have Not Increased: http://sci-hub.cc/http://www.nber.org/papers/w22927.pdf
1960-2010, so all post WW2
Highly educated women partner more often “downwards” and medium educated women partner less often “upwards”
The new assortative mating (phenotypical, perhaps no change in genotypical assortative mating) due to women outnumbering men at university
If this means less genotypic assortative mating, then BAD NEWS: the smart fraction will shrink, and #decline will accelerate
Counterrevolutionary and reactionary elements warned it was a mistake to debauch higher education by over-expansion. Maybe they were right?
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may 2017 by nhaliday
Lucio Russo - Wikipedia
In The Forgotten Revolution: How Science Was Born in 300 BC and Why It Had to Be Reborn (Italian: La rivoluzione dimenticata), Russo promotes the belief that Hellenistic science in the period 320-144 BC reached heights not achieved by Classical age science, and proposes that it went further than ordinarily thought, in multiple fields not normally associated with ancient science.

La Rivoluzione Dimenticata (The Forgotten Revolution), Reviewed by Sandro Graffi: http://www.ams.org/notices/199805/review-graffi.pdf

Before turning to the question of the decline of Hellenistic science, I come back to the new light shed by the book on Euclid’s Elements and on pre-Ptolemaic astronomy. Euclid’s definitions of the elementary geometric entities—point, straight line, plane—at the beginning of the Elements have long presented a problem.7 Their nature is in sharp contrast with the approach taken in the rest of the book, and continued by mathematicians ever since, of refraining from defining the fundamental entities explicitly but limiting themselves to postulating the properties which they enjoy. Why should Euclid be so hopelessly obscure right at the beginning and so smooth just after? The answer is: the definitions are not Euclid’s. Toward the beginning of the second century A.D. Heron of Alexandria found it convenient to introduce definitions of the elementary objects (a sign of decadence!) in his commentary on Euclid’s Elements, which had been written at least 400 years before. All manuscripts of the Elements copied ever since included Heron’s definitions without mention, whence their attribution to Euclid himself. The philological evidence leading to this conclusion is quite convincing.8


What about the general and steady (on the average) impoverishment of Hellenistic science under the Roman empire? This is a major historical problem, strongly tied to the even bigger one of the decline and fall of the antique civilization itself. I would summarize the author’s argument by saying that it basically represents an application to science of a widely accepted general theory on decadence of antique civilization going back to Max Weber. Roman society, mainly based on slave labor, underwent an ultimately unrecoverable crisis as the traditional sources of that labor force, essentially wars, progressively dried up. To save basic farming, the remaining slaves were promoted to be serfs, and poor free peasants reduced to serfdom, but this made trade disappear. A society in which production is almost entirely based on serfdom and with no trade clearly has very little need of culture, including science and technology. As Max Weber pointed out, when trade vanished, so did the marble splendor of the ancient towns, as well as the spiritual assets that went with it: art, literature, science, and sophisticated commercial laws. The recovery of Hellenistic science then had to wait until the disappearance of serfdom at the end of the Middle Ages. To quote Max Weber: “Only then with renewed vigor did the old giant rise up again.”


The epilogue contains the (rather pessimistic) views of the author on the future of science, threatened by the apparent triumph of today’s vogue of irrationality even in leading institutions (e.g., an astrology professorship at the Sorbonne). He looks at today’s ever-increasing tendency to teach science more on a fideistic than on a deductive or experimental basis as the first sign of a decline which could be analogous to the post-Hellenistic one.

Praising Alexandrians to excess: https://sci-hub.tw/10.1088/2058-7058/17/4/35
The Economic Record review: https://sci-hub.tw/10.1111/j.1475-4932.2004.00203.x

listed here: https://pinboard.in/u:nhaliday/b:c5c09f2687c1

Was Roman Science in Decline? (Excerpt from My New Book): https://www.richardcarrier.info/archives/13477
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may 2017 by nhaliday
Sex differences in latent cognitive abilities ages 6 to 59: Evidence from the Woodcock–Johnson III tests of cognitive abilities

The higher-order, latent g factor showed inconsistent differences for children, small, non-significant differences favoring females for adolescents, and fairly consistent statistically significant differences favoring females in adulthood. Findings are inconsistent with developmental theory that suggests males should show an advantage on g in adulthood. Supplemental analyses suggested that methodological choices, including the use of latent variables versus composites and methods for dealing with missing data, can affect research findings.
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may 2017 by nhaliday
Chinese innovations | West Hunter
I’m interested in hearing about significant innovations out of contemporary China. Good ones. Ideas, inventions, devices, dreams. Throw in Outer China (Taiwan, Hong Kong, Singapore).

super nationalistic dude ("IC") in the comments section (wish his videos had subtitles):

on the carrier-killer missiles: https://westhunt.wordpress.com/2017/05/10/chinese-innovations/#comment-91280
You could take out a carrier task force with a nuke 60 years ago.
Then the other side can nuke something and point to the sunk carrier group saying “they started first”.

Hypersonic anti-ship cruise missiles, or the mysterious anti-ship ballistic missiles China has avoid that.
They avoid that because the law of physics no longer allow radar.

I was thinking about the period in which the United States was experiencing rapid industrial growth, on its way to becoming the most powerful industrial nation. At first not much science, buts lots and lots of technological innovation. I’m not aware of a corresponding efflorescence of innovative Chinese technology today, but then I don’t know everything: so I asked.

I’m still not aware of it. So maybe the answer is ‘no’.

hmm: https://westhunt.wordpress.com/2017/05/10/chinese-innovations/#comment-91389
I would say that a lot of the most intelligent faction is being siphoned over into government work, and thus not focused in technological innovation. We should expect to see societal/political innovation rather than technological if my thesis is true.

There’s some evidence of that.
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may 2017 by nhaliday
Is Economic Activity Really “Distributed Less Evenly” Than It Used To Be?

First, imagine if you had a bar chart with every county in the United States sorted from lowest to highest by wages per capita, with the width of each bar proportional to the population of the county.

In fact, whenever anyone talks about “clustering” and “even distributions”, they’re mostly really talking about ways of comparing monotonic curves with integral one, whether they realize it or not.
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may 2017 by nhaliday
Links 5/17: Rip Van Linkle | Slate Star Codex
More on Low-Trust Russia: Do Russian Who Wants To Be A Millionaire contestants avoid asking the audience because they expect audience members to deliberately mislead them?

Xenocrypt on the math of economic geography: “A party’s voters should get more or less seats based on the shape of the monotonic curve with integral one they can be arranged in” might sound like a very silly belief, but it is equivalent to the common mantra that you deserve to lose if your voters are ‘too clustered’”

Okay, look, I went way too long between writing up links posts this time, so you’re getting completely dated obsolete stuff like Actually, Neil Gorsuch Is A Champion Of The Little Guy. But aside from the Gorsuch reference this is actually pretty timeless – basically an argument for strict constructionism on the grounds that “a flexible, living, bendable law will always tend to be bent in the direction of the powerful.”

Otium: Are Adult Developmental Stages Real? Looks at Kohlberg, Kegan, etc.

I mentioned the debate over 5-HTTLPR, a gene supposedly linked to various mental health outcomes, in my review of pharmacogenomics. Now a very complete meta-analysis finds that a lot of the hype around it isn’t true. This is pretty impressive since there are dozens of papers claiming otherwise, and maybe the most striking example yet of how apparently well-replicated a finding can be and still fail to pan out.

Rootclaim describes itself as a crowd-sourced argument mapper. See for example its page on who launched the chemical attack in Syria.

Apparently if you just kill off all the cells that are growing too old, you can partly reverse organisms’ aging (paper, popular article)

The Politics Of The Gene: “Contrary to expectations, however, we find little evidence that it is more common for whites, the socioeconomically advantaged, or political conservatives to believe that genetics are important for health and social outcomes.”

Siberian Fox linked me to two studies that somewhat contradicted my minimalist interpretation of childhood trauma here: Alemany on psychosis and Turkheimer on harsh punishment.

Lyrebird is an AI project which, if fed samples of a person’s voice, can read off any text you want in the same voice. See their demo with Obama, Trump, and Hillary (I find them instantly recognizable but not at all Turing-passing). They say making this available is ethical because it raises awareness of the potential risk, which a Facebook friend compared to “selling nukes to ISIS in order to raise awareness of the risk of someone selling nukes to ISIS.”

Freddie deBoer gives lots of evidence that there is no shortage of qualified STEM workers relative to other fields and the industry is actually pretty saturated. But Wall Street Journal seems to think they have evidence for the opposite? Curious what all of the tech workers here think.

Scott Sumner: How Can There Be A Shortage Of Construction Workers? That is, is it at all plausible that (as help wanted ads would suggest) there are areas where construction companies can’t find unskilled laborers willing to work for $90,000/year? Sumner splits this question in two – first, an economics question of why an efficient market wouldn’t cause salaries to rise to a level that guarantees all jobs get filled. And second, a political question of how this could happen in a country where we’re constantly told that unskilled men are desperate because there are no job opportunities for them anymore. The answers seem to be “there’s a neat but complicated economics reason for the apparent inefficiency” and “the $90,000 number is really misleading but there may still be okay-paying construction jobs going unfilled and that’s still pretty strange”.

Study which is so delightfully contrarian I choose to reblog it before reading it all the way through: mandatory class attendance policies in college decrease grades by preventing students from making rational decisions about when and how to study.
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may 2017 by nhaliday
Income Inequality | Inequality.org
Worsening American Income: Inequality: Is world trade to blame?: https://www.brookings.edu/articles/worsening-american-income-inequality-is-world-trade-to-blame/
America: A dromedary, not a Bactrian camel: http://econlog.econlib.org/archives/2017/05/america_a_drome.html

Department of Awful Statistics: Income Inequality Edition: https://thedailybeast.com/department-of-awful-statistics-income-inequality-edition
A Guide to Statistics on Historical Trends in Income Inequality: https://www.cbpp.org/research/poverty-and-inequality/a-guide-to-statistics-on-historical-trends-in-income-inequality
Income inequality in the United States: https://en.wikipedia.org/wiki/Income_inequality_in_the_United_States
The Geography of U.S. Inequality: https://www.nytimes.com/interactive/2016/09/06/upshot/up-geo-inequality.html

40 Years Of Income Inequality In America, In Graphs: http://www.npr.org/sections/money/2014/10/02/349863761/40-years-of-income-inequality-in-america-in-graphs
good charts of trends in income percentiles, wage stagnation, etc.
Wage Stagnation in Nine Charts: http://www.epi.org/publication/charting-wage-stagnation/
Middle-class wages are stagnant—Middle-wage workers’ hourly wage is up 6% since 1979, low-wage workers’ wages are down 5%, while those with very high wages saw a 41% increase
Cumulative change in real hourly wages of all workers, by wage percentile,* 1979–2013

A Relentless Widening of Disparity in Wealth: https://www.nytimes.com/2014/03/12/business/economy/a-relentless-rise-in-unequal-wealth.html
Our Broken Economy, in One Simple Chart: https://www.nytimes.com/interactive/2017/08/07/opinion/leonhardt-income-inequality.html
American Inequality in Six Charts: http://www.newyorker.com/news/john-cassidy/american-inequality-in-six-charts

US income inequality: caused by financiers and tech entrepreneurs: http://infoproc.blogspot.com/2006/09/us-income-inequality-caused-by.html
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may 2017 by nhaliday
Is soy good or bad for me? | Examine.com
The estimated per capita consumption of soybean oil increased >1000-fold from 1909 to 1999.
https://twitter.com/evolutionarypsy/status/892489043446988800 (increase started during 60s)

Clinical studies show no effects of soy protein or isoflavones on reproductive hormones in men: results of a meta-analysis: https://www.ncbi.nlm.nih.gov/pubmed/19524224
No significant effects of soy protein or isoflavone intake on T, SHBG, free T, or FAI were detected regardless of statistical model.

some good ones:
pros and cons: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3074428/
reproductive consequences: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3443604/
visuospatial memory: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC64558/
reject (in humans)t: https://www.ncbi.nlm.nih.gov/pubmed/19524224


A: yes
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may 2017 by nhaliday
No one ever says it, but in many ways global warming will be a good thing
Our climate conversation is lopsided. There is ample room to suggest that climate change has caused this problem or that negative outcome, but any mention of positives is frowned upon. We have known for decades that increasing CO₂ and precipitation from global warming will make the world much greener – by the end of the century, it is likely that global biomass will have increased by forty percent.

The great nutrient collapse: http://www.politico.com/agenda/story/2017/09/13/food-nutrients-carbon-dioxide-000511
The atmosphere is literally changing the food we eat, for the worse. And almost nobody is paying attention.
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may 2017 by nhaliday
Environmental Cancer? | In the Pipeline
And while I take the point that endocrine disruptors and the like need to be watched (and that we really do need to study these things more), I don’t see why the alarm bells need to be rung quite this loudly.
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may 2017 by nhaliday
Middle East Religious Composition Map - Dareshgaft-e Olyamp257 Iran • mappery
Sunnis and Shiites: http://webspace.ship.edu/cgboer/sunnisshiites.html
two-hue map
Shia Geopolitics And The Fortress State: http://www.socialmatter.net/2016/09/06/shia-geopolitics-fortress-state/
Iranian Religious Distinctiveness Is Not Primal: https://gnxp.nofe.me/2012/07/19/iranian-religious-distinctiveness-is-not-primal/
In other words, it seems likely that Shia identity became a necessary part of Iranian, and Persian, identity only after ~1700, when the Safavid project of religious transformation entered its terminal phase of completion. The Tajiks of Central Asia, who speak a variant of Persian, remain overwhelmingly Sunni. Not surprisingly they were not under the same Safavid domination as their western cousins.

Why does it matter? Because modern thinkers seem to conflate Shia history with Persian history, and assume that the two have some inextricable connection. The lack of knowledge that the Persians were mostly Sunni before the early modern era is widespread. Two of the authors on the above paper are ethnic Iranians, so unless they did not read the paper’s final text they simply let that through out of ignorance. I’ve seen other Iranians, adjudged experts on their nation, propagate this falsehood. Then again, how much American history do most Americans know? Very little. So I don’t judge that too harshly.
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april 2017 by nhaliday
'Capital in the Twenty-First Century' by Thomas Piketty, reviewed | New Republic
by Robert Solow (positive)

The data then exhibit a clear pattern. In France and Great Britain, national capital stood fairly steadily at about seven times national income from 1700 to 1910, then fell sharply from 1910 to 1950, presumably as a result of wars and depression, reaching a low of 2.5 in Britain and a bit less than 3 in France. The capital-income ratio then began to climb in both countries, and reached slightly more than 5 in Britain and slightly less than 6 in France by 2010. The trajectory in the United States was slightly different: it started at just above 3 in 1770, climbed to 5 in 1910, fell slightly in 1920, recovered to a high between 5 and 5.5 in 1930, fell to below 4 in 1950, and was back to 4.5 in 2010.

The wealth-income ratio in the United States has always been lower than in Europe. The main reason in the early years was that land values bulked less in the wide open spaces of North America. There was of course much more land, but it was very cheap. Into the twentieth century and onward, however, the lower capital-income ratio in the United States probably reflects the higher level of productivity: a given amount of capital could support a larger production of output than in Europe. It is no surprise that the two world wars caused much less destruction and dissipation of capital in the United States than in Britain and France. The important observation for Piketty’s argument is that, in all three countries, and elsewhere as well, the wealth-income ratio has been increasing since 1950, and is almost back to nineteenth-century levels. He projects this increase to continue into the current century, with weighty consequences that will be discussed as we go on.


Now if you multiply the rate of return on capital by the capital-income ratio, you get the share of capital in the national income. For example, if the rate of return is 5 percent a year and the stock of capital is six years worth of national income, income from capital will be 30 percent of national income, and so income from work will be the remaining 70 percent. At last, after all this preparation, we are beginning to talk about inequality, and in two distinct senses. First, we have arrived at the functional distribution of income—the split between income from work and income from wealth. Second, it is always the case that wealth is more highly concentrated among the rich than income from labor (although recent American history looks rather odd in this respect); and this being so, the larger the share of income from wealth, the more unequal the distribution of income among persons is likely to be. It is this inequality across persons that matters most for good or ill in a society.


The data are complicated and not easily comparable across time and space, but here is the flavor of Piketty’s summary picture. Capital is indeed very unequally distributed. Currently in the United States, the top 10 percent own about 70 percent of all the capital, half of that belonging to the top 1 percent; the next 40 percent—who compose the “middle class”—own about a quarter of the total (much of that in the form of housing), and the remaining half of the population owns next to nothing, about 5 percent of total wealth. Even that amount of middle-class property ownership is a new phenomenon in history. The typical European country is a little more egalitarian: the top 1 percent own 25 percent of the total capital, and the middle class 35 percent. (A century ago the European middle class owned essentially no wealth at all.) If the ownership of wealth in fact becomes even more concentrated during the rest of the twenty-first century, the outlook is pretty bleak unless you have a taste for oligarchy.

Income from wealth is probably even more concentrated than wealth itself because, as Piketty notes, large blocks of wealth tend to earn a higher return than small ones. Some of this advantage comes from economies of scale, but more may come from the fact that very big investors have access to a wider range of investment opportunities than smaller investors. Income from work is naturally less concentrated than income from wealth. In Piketty’s stylized picture of the United States today, the top 1 percent earns about 12 percent of all labor income, the next 9 percent earn 23 percent, the middle class gets about 40 percent, and the bottom half about a quarter of income from work. Europe is not very different: the top 10 percent collect somewhat less and the other two groups a little more.

You get the picture: modern capitalism is an unequal society, and the rich-get-richer dynamic strongly suggest that it will get more so. But there is one more loose end to tie up, already hinted at, and it has to do with the advent of very high wage incomes. First, here are some facts about the composition of top incomes. About 60 percent of the income of the top 1 percent in the United States today is labor income. Only when you get to the top tenth of 1 percent does income from capital start to predominate. The income of the top hundredth of 1 percent is 70 percent from capital. The story for France is not very different, though the proportion of labor income is a bit higher at every level. Evidently there are some very high wage incomes, as if you didn’t know.

This is a fairly recent development. In the 1960s, the top 1 percent of wage earners collected a little more than 5 percent of all wage incomes. This fraction has risen pretty steadily until nowadays, when the top 1 percent of wage earners receive 10–12 percent of all wages. This time the story is rather different in France. There the share of total wages going to the top percentile was steady at 6 percent until very recently, when it climbed to 7 percent. The recent surge of extreme inequality at the top of the wage distribution may be primarily an American development. Piketty, who with Emmanuel Saez has made a careful study of high-income tax returns in the United States, attributes this to the rise of what he calls “supermanagers.” The very highest income class consists to a substantial extent of top executives of large corporations, with very rich compensation packages. (A disproportionate number of these, but by no means all of them, come from the financial services industry.) With or without stock options, these large pay packages get converted to wealth and future income from wealth. But the fact remains that much of the increased income (and wealth) inequality in the United States is driven by the rise of these supermanagers.

and Deirdre McCloskey (p critical): https://ejpe.org/journal/article/view/170
nice discussion of empirical economics, economic history, market failures and statism, etc., with several bon mots

Piketty’s great splash will undoubtedly bring many young economically interested scholars to devote their lives to the study of the past. That is good, because economic history is one of the few scientifically quantitative branches of economics. In economic history, as in experimental economics and a few other fields, the economists confront the evidence (as they do not for example in most macroeconomics or industrial organization or international trade theory nowadays).


Piketty gives a fine example of how to do it. He does not get entangled as so many economists do in the sole empirical tool they are taught, namely, regression analysis on someone else’s “data” (one of the problems is the word data, meaning “things given”: scientists should deal in capta, “things seized”). Therefore he does not commit one of the two sins of modern economics, the use of meaningless “tests” of statistical significance (he occasionally refers to “statistically insignificant” relations between, say, tax rates and growth rates, but I am hoping he does not suppose that a large coefficient is “insignificant” because R. A. Fisher in 1925 said it was). Piketty constructs or uses statistics of aggregate capital and of inequality and then plots them out for inspection, which is what physicists, for example, also do in dealing with their experiments and observations. Nor does he commit the other sin, which is to waste scientific time on existence theorems. Physicists, again, don’t. If we economists are going to persist in physics envy let us at least learn what physicists actually do. Piketty stays close to the facts, and does not, for example, wander into the pointless worlds of non-cooperative game theory, long demolished by experimental economics. He also does not have recourse to non-computable general equilibrium, which never was of use for quantitative economic science, being a branch of philosophy, and a futile one at that. On both points, bravissimo.


Since those founding geniuses of classical economics, a market-tested betterment (a locution to be preferred to “capitalism”, with its erroneous implication that capital accumulation, not innovation, is what made us better off) has enormously enriched large parts of a humanity now seven times larger in population than in 1800, and bids fair in the next fifty years or so to enrich everyone on the planet. [Not SSA or MENA...]


Then economists, many on the left but some on the right, in quick succession from 1880 to the present—at the same time that market-tested betterment was driving real wages up and up and up—commenced worrying about, to name a few of the pessimisms concerning “capitalism” they discerned: greed, alienation, racial impurity, workers’ lack of bargaining strength, workers’ bad taste in consumption, immigration of lesser breeds, monopoly, unemployment, business cycles, increasing returns, externalities, under-consumption, monopolistic competition, separation of ownership from control, lack of planning, post-War stagnation, investment spillovers, unbalanced growth, dual labor markets, capital insufficiency (William Easterly calls it “capital fundamentalism”), peasant irrationality, capital-market imperfections, public … [more]
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april 2017 by nhaliday
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