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1: Using R for Data Analysis
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3: Transforming Variables
4: Making Comparisons
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7: Controlled Comparisons
8: Foundations of Inference
9: Hypothesis Tests with One or Two Samples
10: Chi-Square & ANOVA
11: Correlation & Bivariate Regression
12: Multiple Regression
13: Regression Residuals
14: Logistic Regression
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Barry C. Edwards
R Tutorials & Resources:
Multiple Regression
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☑ Getting Started
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Using R for Data Analysis
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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
|
Chi-Square & ANOVA
|
Correlation & Bivariate 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
Chi-Square 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
How to Change the Baseline (Reference) Category in Regression
From Phil Chan (5:38)
Tutorials & Resources
|
Ch. 12
Dummy Variables in Multiple Regression
From Mike Marin (6:40)
Tutorials & Resources
|
Ch. 12
Multiple Linear Regression
From Mike Marin (5:18)
Tutorials & Resources
|
Ch. 12
Multiple Linear Regression with Interaction
From Mike Marin (7:15)
Tutorials & Resources
|
Ch. 12
Multiple Linear Regression
From David Caughlin (45:17)
Tutorials & Resources
|
Ch. 12
Quick-R: Advanced Graphs
Useful reference on advanced graph types that you can use to visualize multi-dimensional relationships.
Tutorials & Resources
|
Ch. 12
Multiple Linear Regression Analysis
From Katie Ann Jager (12:00)
Tutorials & Resources
|
Ch. 12
Multiple Regression with Data Visualisation
From Jacob Cybulski (22:12)
Tutorials & Resources
|
Ch. 12
How to Change the Baseline (Reference) Category in Regression
From Phil Chan (5:38)
Tutorials & Resources
|
Ch. 12
Dummy Variables in Multiple Regression
From Mike Marin (6:40)
Tutorials & Resources
|
Ch. 12
Multiple Linear Regression
From Mike Marin (5:18)
Tutorials & Resources
|
Ch. 12
Multiple Linear Regression with Interaction
From Mike Marin (7:15)
Tutorials & Resources
|
Ch. 12
Multiple Linear Regression
From David Caughlin (45:17)
Tutorials & Resources
|
Ch. 12
Quick-R: Advanced Graphs
Useful reference on advanced graph types that you can use to visualize multi-dimensional relationships.
Tutorials & Resources
|
Ch. 12
Multiple Linear Regression Analysis
From Katie Ann Jager (12:00)
Tutorials & Resources
|
Ch. 12
Multiple Regression with Data Visualisation
From Jacob Cybulski (22:12)
Tutorials & Resources
|
Ch. 12
How to Change the Baseline (Reference) Category in Regression
From Phil Chan (5:38)
Tutorials & Resources
|
Ch. 12
Dummy Variables in Multiple Regression
From Mike Marin (6:40)
Tutorials & Resources
|
Ch. 12
Multiple Linear Regression
From Mike Marin (5:18)
Tutorials & Resources
|
Ch. 12
Multiple Linear Regression with Interaction
From Mike Marin (7:15)
Tutorials & Resources
|
Ch. 12
Multiple Linear Regression
From David Caughlin (45:17)
Tutorials & Resources
|
Ch. 12
Quick-R: Advanced Graphs
Useful reference on advanced graph types that you can use to visualize multi-dimensional relationships.
Tutorials & Resources
|
Ch. 12
Multiple Linear Regression Analysis
From Katie Ann Jager (12:00)
Tutorials & Resources
|
Ch. 12
Multiple Regression with Data Visualisation
From Jacob Cybulski (22:12)
Tutorials & Resources
|
Ch. 12
How to Change the Baseline (Reference) Category in Regression
From Phil Chan (5:38)
Tutorials & Resources
|
Ch. 12
Dummy Variables in Multiple Regression
From Mike Marin (6:40)
Tutorials & Resources
|
Ch. 12
Multiple Linear Regression
From Mike Marin (5:18)
Tutorials & Resources
|
Ch. 12
Multiple Linear Regression with Interaction
From Mike Marin (7:15)
Tutorials & Resources
|
Ch. 12
Multiple Linear Regression
From David Caughlin (45:17)
Tutorials & Resources
|
Ch. 12
Quick-R: Advanced Graphs
Useful reference on advanced graph types that you can use to visualize multi-dimensional relationships.
Tutorials & Resources
|
Ch. 12
Multiple Linear Regression Analysis
From Katie Ann Jager (12:00)
Tutorials & Resources
|
Ch. 12
Multiple Regression with Data Visualisation
From Jacob Cybulski (22:12)
Tutorials & Resources
|
Ch. 12
Additional Resources
Additional Resources
Additional Resources
Additional Resources
Swirl Stats
Teaches you R programming and data science interactively, at your own pace, and right in the R console
Tutorials & Resources
Rweb
A web-based interface to R
Tutorials & Resources
R Commander
A graphical user interface for the R program.
Tutorials & Resources
Quantitative Politics with R
By Erik Gahner Larsen and Zoltán Fazekas
Tutorials & Resources
R Short Reference Card
A cheat-sheet type reference, very helpful.
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
Show Me Shiney
A gallery of interactive R web apps.
Tutorials & Resources
Reproducible Data Treatment with R
Web course material from Colin Bousige
Tutorials & Resources
Quick-R
Helpful reference for using R.
Tutorials & Resources
Robust Regression with R Tutorial
Alastair Sanderson shows useful methods used to handle data with outliers.
Tutorials & Resources
CRAN Task View: Teaching Statistics
Information about R packages that assist with the teaching of statistics.
Tutorials & Resources
R Bloggers
Many useful articles, frequently updated.
Tutorials & Resources
Cookbook for R
Excellent reference book by Winston Chang
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
Data Analytics
From Mark Gardener, resources for data analysis and especially in the use of R
Tutorials & Resources
R Functions and Packages for Political Science Analysis
Great tutorials on useful functions and packages.
Tutorials & Resources
R Package Documentation
A comprehensive index of R packages and documentation, tools to run code online and embed samples.
Tutorials & Resources
Quantitative Research Methods for Political Science, Public Policy and Public Administration
Web site for book, based on R, by Jenkins-Smith et al.
Tutorials & Resources
R Documentation
Online help files.
Tutorials & Resources
Swirl Stats
Teaches you R programming and data science interactively, at your own pace, and right in the R console
Tutorials & Resources
Rweb
A web-based interface to R
Tutorials & Resources
R Commander
A graphical user interface for the R program.
Tutorials & Resources
Quantitative Politics with R
By Erik Gahner Larsen and Zoltán Fazekas
Tutorials & Resources
R Short Reference Card
A cheat-sheet type reference, very helpful.
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
Show Me Shiney
A gallery of interactive R web apps.
Tutorials & Resources
Reproducible Data Treatment with R
Web course material from Colin Bousige
Tutorials & Resources
Quick-R
Helpful reference for using R.
Tutorials & Resources
Robust Regression with R Tutorial
Alastair Sanderson shows useful methods used to handle data with outliers.
Tutorials & Resources
CRAN Task View: Teaching Statistics
Information about R packages that assist with the teaching of statistics.
Tutorials & Resources
R Bloggers
Many useful articles, frequently updated.
Tutorials & Resources
Cookbook for R
Excellent reference book by Winston Chang
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
Data Analytics
From Mark Gardener, resources for data analysis and especially in the use of R
Tutorials & Resources
R Functions and Packages for Political Science Analysis
Great tutorials on useful functions and packages.
Tutorials & Resources
R Package Documentation
A comprehensive index of R packages and documentation, tools to run code online and embed samples.
Tutorials & Resources
Quantitative Research Methods for Political Science, Public Policy and Public Administration
Web site for book, based on R, by Jenkins-Smith et al.
Tutorials & Resources
R Documentation
Online help files.
Tutorials & Resources
Swirl Stats
Teaches you R programming and data science interactively, at your own pace, and right in the R console
Tutorials & Resources
Rweb
A web-based interface to R
Tutorials & Resources
R Commander
A graphical user interface for the R program.
Tutorials & Resources
Quantitative Politics with R
By Erik Gahner Larsen and Zoltán Fazekas
Tutorials & Resources
R Short Reference Card
A cheat-sheet type reference, very helpful.
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
Show Me Shiney
A gallery of interactive R web apps.
Tutorials & Resources
Reproducible Data Treatment with R
Web course material from Colin Bousige
Tutorials & Resources
Quick-R
Helpful reference for using R.
Tutorials & Resources
Robust Regression with R Tutorial
Alastair Sanderson shows useful methods used to handle data with outliers.
Tutorials & Resources
CRAN Task View: Teaching Statistics
Information about R packages that assist with the teaching of statistics.
Tutorials & Resources
R Bloggers
Many useful articles, frequently updated.
Tutorials & Resources
Cookbook for R
Excellent reference book by Winston Chang
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
Data Analytics
From Mark Gardener, resources for data analysis and especially in the use of R
Tutorials & Resources
R Functions and Packages for Political Science Analysis
Great tutorials on useful functions and packages.
Tutorials & Resources
R Package Documentation
A comprehensive index of R packages and documentation, tools to run code online and embed samples.
Tutorials & Resources
Quantitative Research Methods for Political Science, Public Policy and Public Administration
Web site for book, based on R, by Jenkins-Smith et al.
Tutorials & Resources
R Documentation
Online help files.
Tutorials & Resources
Swirl Stats
Teaches you R programming and data science interactively, at your own pace, and right in the R console
Tutorials & Resources
Rweb
A web-based interface to R
Tutorials & Resources
R Commander
A graphical user interface for the R program.
Tutorials & Resources
Quantitative Politics with R
By Erik Gahner Larsen and Zoltán Fazekas
Tutorials & Resources
R Short Reference Card
A cheat-sheet type reference, very helpful.
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
Show Me Shiney
A gallery of interactive R web apps.
Tutorials & Resources
Reproducible Data Treatment with R
Web course material from Colin Bousige
Tutorials & Resources
Quick-R
Helpful reference for using R.
Tutorials & Resources
Robust Regression with R Tutorial
Alastair Sanderson shows useful methods used to handle data with outliers.
Tutorials & Resources
CRAN Task View: Teaching Statistics
Information about R packages that assist with the teaching of statistics.
Tutorials & Resources
R Bloggers
Many useful articles, frequently updated.
Tutorials & Resources
Cookbook for R
Excellent reference book by Winston Chang
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
Data Analytics
From Mark Gardener, resources for data analysis and especially in the use of R
Tutorials & Resources
R Functions and Packages for Political Science Analysis
Great tutorials on useful functions and packages.
Tutorials & Resources
R Package Documentation
A comprehensive index of R packages and documentation, tools to run code online and embed samples.
Tutorials & Resources
Quantitative Research Methods for Political Science, Public Policy and Public Administration
Web site for book, based on R, by Jenkins-Smith et al.
Tutorials & Resources
R Documentation
Online help files.
Tutorials & Resources
Latin Am. Politics
Voting & Elections
Asian Politics
American Politics
Migration & Citizenship
African Politics
Teaching & Learning
European Politics
Political Behavior
Law, Courts & Justice
International Relations
Comparative Politics
Latin Am. Politics
Voting & Elections
Asian Politics
American Politics
Political Behavior
Law, Courts & Justice
International Relations
Comparative Politics