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7: Controlled Comparisons
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9: Hypothesis Tests with One or Two Samples
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☑ Getting Started

Using R for Data Analysis

Descriptive Statistics

Creating & Transforming Variables

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

Doing Your Own Analysis

∞ Advanced Political Analysis
More R Pages:
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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
Watch and Learn
Watch and Learn
Watch and Learn
Watch and Learn
Mean Comparison Analysis of Hillary Clinton Ratings Demo.
Create a mean comparison table and a means plot.
Tutorials & Resources

Ch. 4
CrossTabulation and Mosaic Plot with Optional Labels Demo.
Applies the poliscidata package
Tutorials & Resources

Ch. 4
Basic CrossTabulation and Mosaic Plot Demo.
Examine opinions on environment vs. jobs by party identification.
Tutorials & Resources

Ch. 4
Line Chart Comparing Values of Nominal Dependent Variable Demo.
Plot percentage proenvironment respondents by party ID, weighted observations.
Tutorials & Resources

Ch. 4
Video Tutorial: Creating Crosstabs for Categorical Variables
From lynda.com (6:59)
Tutorials & Resources

Ch. 4
Box Plot of Hillary Clinton Rating by Party ID Demo.
Box plots of interval variable by factor, weighted observations.
Tutorials & Resources

Ch. 4
Creating Tables
From David Caughlin (18:00)
Tutorials & Resources

Ch. 4
Creating Crosstabs
From Edward Malthouse (6:53)
Tutorials & Resources

Ch. 4
How to Use Aggregate Function
From Jalayer Academy (3:37), another way to generate mean comparison table.
Tutorials & Resources

Ch. 4
Mean Comparison Analysis of Hillary Clinton Ratings Demo.
Create a mean comparison table and a means plot.
Tutorials & Resources

Ch. 4
CrossTabulation and Mosaic Plot with Optional Labels Demo.
Applies the poliscidata package
Tutorials & Resources

Ch. 4
Basic CrossTabulation and Mosaic Plot Demo.
Examine opinions on environment vs. jobs by party identification.
Tutorials & Resources

Ch. 4
Line Chart Comparing Values of Nominal Dependent Variable Demo.
Plot percentage proenvironment respondents by party ID, weighted observations.
Tutorials & Resources

Ch. 4
Video Tutorial: Creating Crosstabs for Categorical Variables
From lynda.com (6:59)
Tutorials & Resources

Ch. 4
Box Plot of Hillary Clinton Rating by Party ID Demo.
Box plots of interval variable by factor, weighted observations.
Tutorials & Resources

Ch. 4
Creating Tables
From David Caughlin (18:00)
Tutorials & Resources

Ch. 4
Creating Crosstabs
From Edward Malthouse (6:53)
Tutorials & Resources

Ch. 4
How to Use Aggregate Function
From Jalayer Academy (3:37), another way to generate mean comparison table.
Tutorials & Resources

Ch. 4
Mean Comparison Analysis of Hillary Clinton Ratings Demo.
Create a mean comparison table and a means plot.
Tutorials & Resources

Ch. 4
CrossTabulation and Mosaic Plot with Optional Labels Demo.
Applies the poliscidata package
Tutorials & Resources

Ch. 4
Basic CrossTabulation and Mosaic Plot Demo.
Examine opinions on environment vs. jobs by party identification.
Tutorials & Resources

Ch. 4
Line Chart Comparing Values of Nominal Dependent Variable Demo.
Plot percentage proenvironment respondents by party ID, weighted observations.
Tutorials & Resources

Ch. 4
Video Tutorial: Creating Crosstabs for Categorical Variables
From lynda.com (6:59)
Tutorials & Resources

Ch. 4
Box Plot of Hillary Clinton Rating by Party ID Demo.
Box plots of interval variable by factor, weighted observations.
Tutorials & Resources

Ch. 4
Creating Tables
From David Caughlin (18:00)
Tutorials & Resources

Ch. 4
Creating Crosstabs
From Edward Malthouse (6:53)
Tutorials & Resources

Ch. 4
How to Use Aggregate Function
From Jalayer Academy (3:37), another way to generate mean comparison table.
Tutorials & Resources

Ch. 4
Mean Comparison Analysis of Hillary Clinton Ratings Demo.
Create a mean comparison table and a means plot.
Tutorials & Resources

Ch. 4
CrossTabulation and Mosaic Plot with Optional Labels Demo.
Applies the poliscidata package
Tutorials & Resources

Ch. 4
Basic CrossTabulation and Mosaic Plot Demo.
Examine opinions on environment vs. jobs by party identification.
Tutorials & Resources

Ch. 4
Line Chart Comparing Values of Nominal Dependent Variable Demo.
Plot percentage proenvironment respondents by party ID, weighted observations.
Tutorials & Resources

Ch. 4
Video Tutorial: Creating Crosstabs for Categorical Variables
From lynda.com (6:59)
Tutorials & Resources

Ch. 4
Box Plot of Hillary Clinton Rating by Party ID Demo.
Box plots of interval variable by factor, weighted observations.
Tutorials & Resources

Ch. 4
Creating Tables
From David Caughlin (18:00)
Tutorials & Resources

Ch. 4
Creating Crosstabs
From Edward Malthouse (6:53)
Tutorials & Resources

Ch. 4
How to Use Aggregate Function
From Jalayer Academy (3:37), another way to generate mean comparison table.
Tutorials & Resources

Ch. 4
Additional Resources
Additional Resources
Additional Resources
Additional Resources
R Graphics Cookbook
Online edition of Winston Chang's book
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
Live R Code Demos
Sample uses of the R Statistics Program for political science research. From Barry Edwards, Political Science Data.
Tutorials & Resources
Swirl Stats
Teaches you R programming and data science interactively, at your own pace, and right in the R console
Tutorials & Resources
QuickR
Helpful reference for using R.
Tutorials & Resources
R Short Reference Card
A cheatsheet type reference, very helpful.
Tutorials & Resources
R Bloggers
Many useful articles, frequently updated.
Tutorials & Resources
Data Analytics
From Mark Gardener, resources for data analysis and especially in the use of R
Tutorials & Resources
R Package Documentation
A comprehensive index of R packages and documentation, tools to run code online and embed samples.
Tutorials & Resources
Cookbook for R
Excellent reference book by Winston Chang
Tutorials & Resources
R Commander
A graphical user interface for the R program.
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
CRAN Task View: Teaching Statistics
Information about R packages that assist with the teaching of statistics.
Tutorials & Resources
Show Me Shiney
A gallery of interactive R web apps.
Tutorials & Resources
R Functions and Packages for Political Science Analysis
Great tutorials on useful functions and packages.
Tutorials & Resources
Robust Regression with R Tutorial
Alastair Sanderson shows useful methods used to handle data with outliers.
Tutorials & Resources
R Documentation
Online help files.
Tutorials & Resources
Quantitative Politics with R
By Erik Gahner Larsen and Zoltán Fazekas
Tutorials & Resources
Rweb
A webbased interface to R
Tutorials & Resources
Reproducible Data Treatment with R
Web course material from Colin Bousige
Tutorials & Resources
R Graphics Cookbook
Online edition of Winston Chang's book
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
Live R Code Demos
Sample uses of the R Statistics Program for political science research. From Barry Edwards, Political Science Data.
Tutorials & Resources
Swirl Stats
Teaches you R programming and data science interactively, at your own pace, and right in the R console
Tutorials & Resources
QuickR
Helpful reference for using R.
Tutorials & Resources
R Short Reference Card
A cheatsheet type reference, very helpful.
Tutorials & Resources
R Bloggers
Many useful articles, frequently updated.
Tutorials & Resources
Data Analytics
From Mark Gardener, resources for data analysis and especially in the use of R
Tutorials & Resources
R Package Documentation
A comprehensive index of R packages and documentation, tools to run code online and embed samples.
Tutorials & Resources
Cookbook for R
Excellent reference book by Winston Chang
Tutorials & Resources
R Commander
A graphical user interface for the R program.
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
CRAN Task View: Teaching Statistics
Information about R packages that assist with the teaching of statistics.
Tutorials & Resources
Show Me Shiney
A gallery of interactive R web apps.
Tutorials & Resources
R Functions and Packages for Political Science Analysis
Great tutorials on useful functions and packages.
Tutorials & Resources
Robust Regression with R Tutorial
Alastair Sanderson shows useful methods used to handle data with outliers.
Tutorials & Resources
R Documentation
Online help files.
Tutorials & Resources
Quantitative Politics with R
By Erik Gahner Larsen and Zoltán Fazekas
Tutorials & Resources
Rweb
A webbased interface to R
Tutorials & Resources
Reproducible Data Treatment with R
Web course material from Colin Bousige
Tutorials & Resources
R Graphics Cookbook
Online edition of Winston Chang's book
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
Live R Code Demos
Sample uses of the R Statistics Program for political science research. From Barry Edwards, Political Science Data.
Tutorials & Resources
Swirl Stats
Teaches you R programming and data science interactively, at your own pace, and right in the R console
Tutorials & Resources
QuickR
Helpful reference for using R.
Tutorials & Resources
R Short Reference Card
A cheatsheet type reference, very helpful.
Tutorials & Resources
R Bloggers
Many useful articles, frequently updated.
Tutorials & Resources
Data Analytics
From Mark Gardener, resources for data analysis and especially in the use of R
Tutorials & Resources
R Package Documentation
A comprehensive index of R packages and documentation, tools to run code online and embed samples.
Tutorials & Resources
Cookbook for R
Excellent reference book by Winston Chang
Tutorials & Resources
R Commander
A graphical user interface for the R program.
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
CRAN Task View: Teaching Statistics
Information about R packages that assist with the teaching of statistics.
Tutorials & Resources
Show Me Shiney
A gallery of interactive R web apps.
Tutorials & Resources
R Functions and Packages for Political Science Analysis
Great tutorials on useful functions and packages.
Tutorials & Resources
Robust Regression with R Tutorial
Alastair Sanderson shows useful methods used to handle data with outliers.
Tutorials & Resources
R Documentation
Online help files.
Tutorials & Resources
Quantitative Politics with R
By Erik Gahner Larsen and Zoltán Fazekas
Tutorials & Resources
Rweb
A webbased interface to R
Tutorials & Resources
Reproducible Data Treatment with R
Web course material from Colin Bousige
Tutorials & Resources
R Graphics Cookbook
Online edition of Winston Chang's book
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
Live R Code Demos
Sample uses of the R Statistics Program for political science research. From Barry Edwards, Political Science Data.
Tutorials & Resources
Swirl Stats
Teaches you R programming and data science interactively, at your own pace, and right in the R console
Tutorials & Resources
QuickR
Helpful reference for using R.
Tutorials & Resources
R Short Reference Card
A cheatsheet type reference, very helpful.
Tutorials & Resources
R Bloggers
Many useful articles, frequently updated.
Tutorials & Resources
Data Analytics
From Mark Gardener, resources for data analysis and especially in the use of R
Tutorials & Resources
R Package Documentation
A comprehensive index of R packages and documentation, tools to run code online and embed samples.
Tutorials & Resources
Cookbook for R
Excellent reference book by Winston Chang
Tutorials & Resources
R Commander
A graphical user interface for the R program.
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
CRAN Task View: Teaching Statistics
Information about R packages that assist with the teaching of statistics.
Tutorials & Resources
Show Me Shiney
A gallery of interactive R web apps.
Tutorials & Resources
R Functions and Packages for Political Science Analysis
Great tutorials on useful functions and packages.
Tutorials & Resources
Robust Regression with R Tutorial
Alastair Sanderson shows useful methods used to handle data with outliers.
Tutorials & Resources
R Documentation
Online help files.
Tutorials & Resources
Quantitative Politics with R
By Erik Gahner Larsen and Zoltán Fazekas
Tutorials & Resources
Rweb
A webbased interface to R
Tutorials & Resources
Reproducible Data Treatment with R
Web course material from Colin Bousige
Tutorials & Resources
Latin Am. Politics
Voting & Elections
Asian Politics
American Politics
Migration & Citizenship
African Politics
Latin Am. Politics
Voting & Elections
Asian Politics
American Politics