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christophergandrud edited this page · 62 revisions

Welcome to the Social Science Data Analysis at Yonsei University wiki!

This wiki contains useful information on how to use R and RStudio for the course.

As with any wiki, this one is under development. It is in the early stages of development and will grow overtime.

Also, students please feel free to add or improve on the information in this wiki.

Pages

Getting Started with R


Installing R and RStudio

The R Language

Basic Data in R: Objects and Dataframes

Functions, Commands, and Arguments

Installing Packages

R Code Style Guides

Importing Data


Importing Data, Basic

Importing Data, Advanced

Data Clean Up


Creating New Variables

ID Variables

Transforming Strings

Recoding Variables

Reshaping

Sorting

Merging

Subsetting

Missing Values

Basic Data Analysis


Summarising Data

Central Tendency

Variance

Comparing Means

Comparing Proportions

Correlation


Statistical Modelling with the Common Framework for Statistical Analysis


MatchIt

AmeliaII: Data Imputation

Zelig

Visualisation


Basic Graphs

googleVis

ggplot2

ggmap

Reproducible Research


knitr

Markdown

Getting Started with Markdown

Figures in Markdown

Tables in Markdown

Compiling Markdown Documents

HTML5 Slideshows with Markdown and Slidify

( \LaTeX )

Getting Started with LaTeX

Figures in LaTeX

Tables in LaTeX

Compiling LaTeX Documents

Replication Over the Internet

Basic

Dropbox

Blogging with Tumblr

Advanced

github

Jekyll

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