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9: Hypothesis Tests with One or Two Samples
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Teach Political Analysis
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The Essentials of Political Analysis, 6th Ed.
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Using R for Data Analysis

Descriptive Statistics

Creating & Transforming Variables

Making Comparisons

Graphing Relationships & Describing Patterns

Random Assignment & Sampling

Making Controlled Comparisons

Foundations of Inference

Hypothesis Tests with One & Two Samples

ChiSquare & ANOVA

Correlation & Bivariate Regression

Multiple Regression

Analyzing Residuals

Logistic Regression

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Getting Started with R
Data Analysis with R
Descriptive Statistics
Creating and Transforming Variables
Making Comparisons
Graphing Relationships and Describing Patterns
Random Assignment and Sampling
Making Controlled Comparisons
Foundations of Statistical Inference
Hypothesis Tests with One and Two Samples
ChiSquare and Analysis of Variance
Correlation and Bivariate Regression
Multiple Regression
Analyzing Regression Residuals
Logistic Regression
Doing Your Own Political Analysis
Advanced Political Analysis with R
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Watch and Learn
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Getting Started
Gentle Introduction to R
From David Caughlin (33:48)
Tutorials & Resources

Getting Started
How to Install Packages
From Mike Marin (6:24)
Tutorials & Resources

Getting Started
RStudio Introduction
From: The Udorblab (2:38)
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Getting Started
Getting Started with RStudio
By James Scott (18:11)
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Getting Started
Setting a Working Directory
From David Caughlin (11:51)
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Getting Started
Getting setup with R and RStudio (Windows)
By William Knapp (15:42)
Tutorials & Resources

Getting Started
Getting Started with R and RStudio
From How to R (14:37)
Tutorials & Resources

Getting Started
Gentle Introduction to R
From David Caughlin (33:48)
Tutorials & Resources

Getting Started
How to Install Packages
From Mike Marin (6:24)
Tutorials & Resources

Getting Started
RStudio Introduction
From: The Udorblab (2:38)
Tutorials & Resources

Getting Started
Getting Started with RStudio
By James Scott (18:11)
Tutorials & Resources

Getting Started
Setting a Working Directory
From David Caughlin (11:51)
Tutorials & Resources

Getting Started
Getting setup with R and RStudio (Windows)
By William Knapp (15:42)
Tutorials & Resources

Getting Started
Getting Started with R and RStudio
From How to R (14:37)
Tutorials & Resources

Getting Started
Gentle Introduction to R
From David Caughlin (33:48)
Tutorials & Resources

Getting Started
How to Install Packages
From Mike Marin (6:24)
Tutorials & Resources

Getting Started
RStudio Introduction
From: The Udorblab (2:38)
Tutorials & Resources

Getting Started
Getting Started with RStudio
By James Scott (18:11)
Tutorials & Resources

Getting Started
Setting a Working Directory
From David Caughlin (11:51)
Tutorials & Resources

Getting Started
Getting setup with R and RStudio (Windows)
By William Knapp (15:42)
Tutorials & Resources

Getting Started
Getting Started with R and RStudio
From How to R (14:37)
Tutorials & Resources

Getting Started
Gentle Introduction to R
From David Caughlin (33:48)
Tutorials & Resources

Getting Started
How to Install Packages
From Mike Marin (6:24)
Tutorials & Resources

Getting Started
RStudio Introduction
From: The Udorblab (2:38)
Tutorials & Resources

Getting Started
Getting Started with RStudio
By James Scott (18:11)
Tutorials & Resources

Getting Started
Setting a Working Directory
From David Caughlin (11:51)
Tutorials & Resources

Getting Started
Getting setup with R and RStudio (Windows)
By William Knapp (15:42)
Tutorials & Resources

Getting Started
Getting Started with R and RStudio
From How to R (14:37)
Additional Resources
Additional Resources
Additional Resources
Additional Resources
Tutorials & Resources
Quantitative Research Methods for Political Science, Public Policy and Public Administration
Web site for book, based on R, by JenkinsSmith et al.
Tutorials & Resources
Show Me Shiney
A gallery of interactive R web apps.
Tutorials & Resources
CRAN Task View: Teaching Statistics
Information about R packages that assist with the teaching of statistics.
Tutorials & Resources
R Graphics Cookbook
Online edition of Winston Chang's book
Tutorials & Resources
Swirl Stats
Teaches you R programming and data science interactively, at your own pace, and right in the R console
Tutorials & Resources
Live R Code Demos
Sample uses of the R Statistics Program for political science research. From Barry Edwards, Political Science Data.
Tutorials & Resources
Cookbook for R
Excellent reference book by Winston Chang
Tutorials & Resources
Reproducible Data Treatment with R
Web course material from Colin Bousige
Tutorials & Resources
R Short Reference Card
A cheatsheet type reference, very helpful.
Tutorials & Resources
QuickR
Helpful reference for using R.
Tutorials & Resources
Rweb
A webbased interface to R
Tutorials & Resources
R Package Documentation
A comprehensive index of R packages and documentation, tools to run code online and embed samples.
Tutorials & Resources
R Functions and Packages for Political Science Analysis
Great tutorials on useful functions and packages.
Tutorials & Resources
Dartistics: Digital Analytics with R and staTISTICS
A resource for digital analysts who are interested in learning or expanding their knowledge of R and statistics.
Tutorials & Resources
Data Analytics
From Mark Gardener, resources for data analysis and especially in the use of R
Tutorials & Resources
R Documentation
Online help files.
Tutorials & Resources
R Commander
A graphical user interface for the R program.
Tutorials & Resources
R Bloggers
Many useful articles, frequently updated.
Tutorials & Resources
Quantitative Politics with R
By Erik Gahner Larsen and Zoltán Fazekas
Tutorials & Resources
Robust Regression with R Tutorial
Alastair Sanderson shows useful methods used to handle data with outliers.
Tutorials & Resources
Quantitative Research Methods for Political Science, Public Policy and Public Administration
Web site for book, based on R, by JenkinsSmith et al.
Tutorials & Resources
Show Me Shiney
A gallery of interactive R web apps.
Tutorials & Resources
CRAN Task View: Teaching Statistics
Information about R packages that assist with the teaching of statistics.
Tutorials & Resources
R Graphics Cookbook
Online edition of Winston Chang's book
Tutorials & Resources
Swirl Stats
Teaches you R programming and data science interactively, at your own pace, and right in the R console
Tutorials & Resources
Live R Code Demos
Sample uses of the R Statistics Program for political science research. From Barry Edwards, Political Science Data.
Tutorials & Resources
Cookbook for R
Excellent reference book by Winston Chang
Tutorials & Resources
Reproducible Data Treatment with R
Web course material from Colin Bousige
Tutorials & Resources
R Short Reference Card
A cheatsheet type reference, very helpful.
Tutorials & Resources
QuickR
Helpful reference for using R.
Tutorials & Resources
Rweb
A webbased interface to R
Tutorials & Resources
R Package Documentation
A comprehensive index of R packages and documentation, tools to run code online and embed samples.
Tutorials & Resources
R Functions and Packages for Political Science Analysis
Great tutorials on useful functions and packages.
Tutorials & Resources
Dartistics: Digital Analytics with R and staTISTICS
A resource for digital analysts who are interested in learning or expanding their knowledge of R and statistics.
Tutorials & Resources
Data Analytics
From Mark Gardener, resources for data analysis and especially in the use of R
Tutorials & Resources
R Documentation
Online help files.
Tutorials & Resources
R Commander
A graphical user interface for the R program.
Tutorials & Resources
R Bloggers
Many useful articles, frequently updated.
Tutorials & Resources
Quantitative Politics with R
By Erik Gahner Larsen and Zoltán Fazekas
Tutorials & Resources
Robust Regression with R Tutorial
Alastair Sanderson shows useful methods used to handle data with outliers.
Tutorials & Resources
Quantitative Research Methods for Political Science, Public Policy and Public Administration
Web site for book, based on R, by JenkinsSmith et al.
Tutorials & Resources
Show Me Shiney
A gallery of interactive R web apps.
Tutorials & Resources
CRAN Task View: Teaching Statistics
Information about R packages that assist with the teaching of statistics.
Tutorials & Resources
R Graphics Cookbook
Online edition of Winston Chang's book
Tutorials & Resources
Swirl Stats
Teaches you R programming and data science interactively, at your own pace, and right in the R console
Tutorials & Resources
Live R Code Demos
Sample uses of the R Statistics Program for political science research. From Barry Edwards, Political Science Data.
Tutorials & Resources
Cookbook for R
Excellent reference book by Winston Chang
Tutorials & Resources
Reproducible Data Treatment with R
Web course material from Colin Bousige
Tutorials & Resources
R Short Reference Card
A cheatsheet type reference, very helpful.
Tutorials & Resources
QuickR
Helpful reference for using R.
Tutorials & Resources
Rweb
A webbased interface to R
Tutorials & Resources
R Package Documentation
A comprehensive index of R packages and documentation, tools to run code online and embed samples.
Tutorials & Resources
R Functions and Packages for Political Science Analysis
Great tutorials on useful functions and packages.
Tutorials & Resources
Dartistics: Digital Analytics with R and staTISTICS
A resource for digital analysts who are interested in learning or expanding their knowledge of R and statistics.
Tutorials & Resources
Data Analytics
From Mark Gardener, resources for data analysis and especially in the use of R
Tutorials & Resources
R Documentation
Online help files.
Tutorials & Resources
R Commander
A graphical user interface for the R program.
Tutorials & Resources
R Bloggers
Many useful articles, frequently updated.
Tutorials & Resources
Quantitative Politics with R
By Erik Gahner Larsen and Zoltán Fazekas
Tutorials & Resources
Robust Regression with R Tutorial
Alastair Sanderson shows useful methods used to handle data with outliers.
Tutorials & Resources
Quantitative Research Methods for Political Science, Public Policy and Public Administration
Web site for book, based on R, by JenkinsSmith et al.
Tutorials & Resources
Show Me Shiney
A gallery of interactive R web apps.
Tutorials & Resources
CRAN Task View: Teaching Statistics
Information about R packages that assist with the teaching of statistics.
Tutorials & Resources
R Graphics Cookbook
Online edition of Winston Chang's book
Tutorials & Resources
Swirl Stats
Teaches you R programming and data science interactively, at your own pace, and right in the R console
Tutorials & Resources
Live R Code Demos
Sample uses of the R Statistics Program for political science research. From Barry Edwards, Political Science Data.
Tutorials & Resources
Cookbook for R
Excellent reference book by Winston Chang
Tutorials & Resources
Reproducible Data Treatment with R
Web course material from Colin Bousige
Tutorials & Resources
R Short Reference Card
A cheatsheet type reference, very helpful.
Tutorials & Resources
QuickR
Helpful reference for using R.
Tutorials & Resources
Rweb
A webbased interface to R
Tutorials & Resources
R Package Documentation
A comprehensive index of R packages and documentation, tools to run code online and embed samples.
Tutorials & Resources
R Functions and Packages for Political Science Analysis
Great tutorials on useful functions and packages.
Tutorials & Resources
Dartistics: Digital Analytics with R and staTISTICS
A resource for digital analysts who are interested in learning or expanding their knowledge of R and statistics.
Tutorials & Resources
Data Analytics
From Mark Gardener, resources for data analysis and especially in the use of R
Tutorials & Resources
R Documentation
Online help files.
Tutorials & Resources
R Commander
A graphical user interface for the R program.
Tutorials & Resources
R Bloggers
Many useful articles, frequently updated.
Tutorials & Resources
Quantitative Politics with R
By Erik Gahner Larsen and Zoltán Fazekas
Tutorials & Resources
Robust Regression with R Tutorial
Alastair Sanderson shows useful methods used to handle data with outliers.