tsuomela + r   202

Automate Package and Project Setup • usethis
"usethis is a workflow package: it automates repetitive tasks that arise during project setup and development, both for R packages and non-package projects."
r  package 
september 2018 by tsuomela
Teaching Data for Statistics and Data Science • testDriveR
"The goal of testDriveR is to provide data sets for teaching statistics and data science courses. This package includes a sample of data from John Edmund Kerrich’s famous coinflip experiment. These are data that I use for teaching SOC 4015 / SOC 5050 at Saint Louis University. "
teaching  statistics  data-sources  r  package 
september 2018 by tsuomela
How to Make Better-Looking, More Readable Charts in R | FlowingData
"Defaults are generalized settings to work with many datasets. This is fine for analysis, but data graphics for presentation benefit from context-specific design."
data-science  visualization  r  tutorial 
august 2018 by tsuomela
All the fake data that's fit to print
charlatan is an R package for simulating / creating fake data
r  statistics  package  data  teaching 
june 2017 by tsuomela
An Introduction to Spatial Data Analysis and Visualisation in R - CDRC Data
"This tutorial series is designed to provide an accessible introduction to techniques for handling, analysing and visualising spatial data in R. R is an open source software environment for statistical computing and graphics. It has a range of bespoke packages which provide additional functionality for handling spatial data and performing complex spatial analysis operations. The practical series uses open data which has been made readily available and demonstrates a range of techniques useful in social sciences including multivariate analysis, mapping and spatial interpolation. "
r  statistics  tutorial  geospatial  mapping  gis 
may 2017 by tsuomela
Book Memo: “Categorical Data Analysis by Example” | Data Analytics & R
"Introduces the key concepts in the analysis of categoricaldata with illustrative examples and accompanying R code This book is aimed at all those who wish to discover how to analyze categorical data without getting immersed in complicated mathematics and without needing to wade through a large amount of prose. It is aimed at researchers with their own data ready to be analyzed and at students who would like an approachable alternative view of the subject. Each new topic in categorical data analysis is illustrated with an example that readers can apply to their own sets of data. In many cases, R code is given and excerpts from the resulting output are presented. In the context of log-linear models for cross-tabulations, two specialties of the house have been included: the use of cobweb diagrams to get visual information concerning significant interactions, and a procedure for detecting outlier category combinations."
book  recommendations  r  statistics  categories 
may 2017 by tsuomela
spatstat - spatstat website
"spatstat is an R package for spatial statistics with a strong focus on analysing spatial point patterns in 2D (with some support for 3D and very basic support for space-time)."
space  statistics  r  package 
april 2017 by tsuomela
Zelig
"Zelig is an easy-to-use, free, open source, general purpose statistics program for estimating, interpreting, and presenting results from any statistical method. Zelig turns the power of R, with thousands of open source packages — but with free ranging syntax, diverse examples, and documentation written for different audiences — into the same three commands and consistent documentation for every method. Zelig uses R code from many researchers, making it "everyone’s statistical software." We hope it becomes everyone’s statistical software for applications too, as we designed it so anyone can use it or add their methods to it. We aim for Zelig to be the best way to do analysis, prepare replication files, learn new methods, or teach."
r  statistics  modeling 
april 2017 by tsuomela
Rdatasets
"Rdatasets is a collection of 1072 datasets that were originally distributed alongside the statistical software environment R and some of its add-on packages. The goal is to make these data more broadly accessible for teaching and statistical software development. "
r  statistics  package  data-sources 
april 2017 by tsuomela
ggplot2 extensions
"A List of ggplot2 extensions This site tracks and lists ggplot2 extensions developed by R users in the community. The aim is to make it easy for R users to find developed extensions."
r  statistics  visualization  extensions 
april 2017 by tsuomela
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