R Demos & ResourcesFrom PoliSciData.com (List generated Aug 16, 2022)

1. Analysis of Variance (ANOVA), https://www.youtube.com/watch?v=qrP7evoNCy4
2. Arranging (Sorting) Data, https://www.youtube.com/watch?v=wVwJQsLNbmw
3. Basic Cross-Tabulation and Mosaic Plot Demo., https://www.poliscidata.com/rdemos/showLiveDemo.php?code=crossTabMosaicPlotBasic.txt&chapter=Basic+Cross-Tabulation+and+Mosaic+Plot
4. Basic Summary Statistics, https://www.youtube.com/watch?v=MtiGnSZGSQs
5. Box Plot of Hillary Clinton Rating by Party ID Demo., https://www.poliscidata.com/rdemos/showLiveDemo.php?code=boxPlotClintonTherm.txt&chapter=Box+Plot+of+Hillary+Clinton+Rating+by+Party+ID
6. Boxplots and Grouped Boxplots, https://www.youtube.com/watch?v=U64yNvlhv9I
7. Centering & Standardizing Variables, https://www.youtube.com/watch?v=2_TxnvZGtV0
8. Changing Numeric Variable to Categorical, https://www.youtube.com/watch?v=EWs1Ordh8nI
9. Checking Linear Regression Assumptions, https://www.youtube.com/watch?v=eTZ4VUZHzxw
10. Chi-Square Test of Independence, https://www.youtube.com/watch?v=XfsDtYuwVzs
11. Chi-Square Test, Fisher’s Exact Test, & Cross Tabulations, https://www.youtube.com/watch?v=POiHEJqmiC0
12. Chi-Squared Functions, https://www.youtube.com/watch?v=T9kLBDxgqLY
13. Cluster Sampling (With Examples), https://www.statology.org/cluster-sampling-r/
14. Collapsing Variable into Roughly Equal-Sized Groups Demo., https://www.poliscidata.com/rdemos/showLiveDemo.php?code=collapseEqualSizedGroups.txt&chapter=Collapsing+Variable+into+Roughly+Equal-Sized+Groups
15. Collapsing Variable into Substantively Useful Categories Demo., https://www.poliscidata.com/rdemos/showLiveDemo.php?code=collapseUsefulCategories.txt&chapter=Collapsing+Variable+into+Substantively+Useful+Categories
16. Conducting a One Sample t-test, https://www.youtube.com/watch?v=o5jmEYBCz9I
17. Conducting Independent Samples t-Test, https://www.youtube.com/watch?v=5kPxi4tk6Ak
18. Conducting Paired Samples t-Test, https://www.youtube.com/watch?v=inFRPq10ahg
19. Confidence Intervals on Means, https://www.youtube.com/watch?v=FMBXWwWY0Qk
20. Confidence Intervals on Proportions, https://www.youtube.com/watch?v=6RobEvMkMqY
21. Contingency Tables, N Dimensional Tables, https://www.youtube.com/watch?v=sPUSSJAvISc
22. Controlled Cross Tabulation of Divorce Law Opinions Demo., https://www.poliscidata.com/rdemos/showLiveDemo.php?code=controlledCrossTabDivorce.txt&chapter=Controlled+Cross+Tabulation+of+Divorce+Law+Opinions
23. Controlled Cross Tabulation of Marijuana Opinions Demo., https://www.poliscidata.com/rdemos/showLiveDemo.php?code=controlledCrossTabGrass.txt&chapter=Controlled+Cross+Tabulation+of+Marijuana+Opinions
24. Controlled Mean Comparison of Democratic Party Ratings Demo., https://www.poliscidata.com/rdemos/showLiveDemo.php?code=meanComparisonWithControlVar.txt&chapter=Controlled+Mean+Comparison+of+Democratic+Party+Ratings
25. Controlled Mean Comparison of Modern Sexism Demo., https://www.poliscidata.com/rdemos/showLiveDemo.php?code=meanComparisonWithControlVar2.txt&chapter=Controlled+Mean+Comparison+of+Modern+Sexism
26. Cookbook for R, http://www.cookbook-r.com/
27. Correlation Tutorial, https://www.youtube.com/watch?v=FS9E907bbcA
28. CRAN Task View: Econometrics, https://cran.r-project.org/web/views/Econometrics.html
29. CRAN Task View: Teaching Statistics, https://cran.r-project.org/web/views/TeachingStatistics.html
30. Create a Simple Graphic Demo., https://www.poliscidata.com/rdemos/showLiveDemo.php?code=createSimpleGraphic.txt&chapter=Create+a+Simple+Graphic
31. Creating & Saving an R Script, https://www.youtube.com/watch?v=6_CFx5-KmMI
32. Creating an Additive Index Demo., https://www.poliscidata.com/rdemos/showLiveDemo.php?code=creatingAdditiveIndex.txt&chapter=Creating+an+Additive+Index
33. Creating an Indicator Variable Demo., https://www.poliscidata.com/rdemos/showLiveDemo.php?code=creatingIndicator.txt&chapter=Creating+an+Indicator+Variable
34. Creating and Editing Interaction Plots, https://www.youtube.com/watch?v=09R8_HyA-iw
35. Creating and Interpretting a Scatterplot Matrix, https://www.youtube.com/watch?v=tS7dX-wTa9I
36. Creating Crosstabs, https://www.youtube.com/watch?v=7WrgTvYSzm4
37. Creating Map from Correlation Matrix Demo., https://www.poliscidata.com/rdemos/showLiveDemo.php?code=mappingCorrelations.txt&chapter=Creating+Map+from+Correlation+Matrix
38. Creating Tables, https://www.youtube.com/watch?v=Ja_CM253oDQ
39. Cross-Tabulation and Mosaic Plot with Optional Labels Demo., https://www.poliscidata.com/rdemos/showLiveDemo.php?code=crossTabMosaicPlotLabels.txt&chapter=Cross-Tabulation+and+Mosaic+Plot+with+Optional+Labels
40. Dartistics: Digital Analytics with R and staTISTICS, http://www.dartistics.com/
41. Data Analytics, https://www.dataanalytics.org.uk/
42. Descriptive Statistics for Interval-Level Variable Demo., https://www.poliscidata.com/rdemos/showLiveDemo.php?code=describeAgeGSS.txt&chapter=Descriptive+Statistics+for+Interval-Level+Variable
43. Descriptive Statistics for Nominal-Level Variable Demo., https://www.poliscidata.com/rdemos/showLiveDemo.php?code=descriptiveStatsNominal.txt&chapter=Descriptive+Statistics+for+Nominal-Level+Variable
44. Descriptive Statistics for Ordinal-Level Variable Demo., https://www.poliscidata.com/rdemos/showLiveDemo.php?code=descriptiveOrdinalVariable.txt&chapter=Descriptive+Statistics+for+Ordinal-Level+Variable
45. Dummy Variables in Multiple Regression, https://www.youtube.com/watch?v=2s8AwoKZ-UE
46. Dummy Variables or Indicator Variables, https://www.youtube.com/watch?v=2s8AwoKZ-UE
47. Dummy Variables or Indicator Variables, https://www.youtube.com/watch?v=2s8AwoKZ-UE
48. Explore NES Dataset Demo, https://www.poliscidata.com/rdemos/showLiveDemo.php?code=exploreNESdataset.txt&chapter=Explore+the+NES+Dataset
49. Generating Descriptive Statistics, https://www.youtube.com/watch?v=yoPGwvUzjgQ
50. Gentle Introduction to R, https://www.youtube.com/watch?v=yHbVbHEjhLQ
51. Getting setup with R and RStudio (Windows), https://www.youtube.com/watch?v=qzOiX0lcuI8
52. Getting Started with R and RStudio, https://www.youtube.com/watch?v=lVKMsaWju8w
53. Getting Started with RStudio, https://www.youtube.com/watch?v=DuQSQQa6Ssw
54. How to Calculate Confidence and Prediction Intervals for Regression, https://www.youtube.com/watch?v=cNJQ8bEzL3M
55. How to Change the Baseline (Reference) Category in Regression, https://www.youtube.com/watch?v=0A8A-kcBJqc
56. How to Create a Correlation Matrix, https://www.youtube.com/watch?v=239Z8Ay_XdQ
57. How to Create and Name Vectors, https://www.youtube.com/watch?v=w5dOALbZ9HE
58. How to Do Logistic Regression Analysis (Part 1 of 2), https://www.youtube.com/watch?v=-OAZTxdki1I
59. How to Import/Export SAS, SPSS, Stata Data, https://www.youtube.com/watch?v=egFoDj6H9Ts
60. How to Install Packages, https://www.youtube.com/watch?v=3RWb5U3X-T8
61. How to Make a Scatterplot in R (with Regression Line), https://www.youtube.com/watch?v=cGb5iqhf0NU
62. How to Make Histograms, https://www.youtube.com/watch?v=EA8VQvlFsL8
63. How to Make Scatterplots, https://www.youtube.com/watch?v=FEAS3akVxD8
64. How to Read an Excel File into the R Environment, https://www.youtube.com/watch?v=6qMr1XBNpqE
65. How To Select Random Samples, https://www.youtube.com/watch?v=JC3H6eU2jSw
66. How to Use Aggregate Function, https://www.youtube.com/watch?v=sqIYGUk9jc0
67. Hypothesis Tests on Means, https://www.youtube.com/watch?v=Lwb7xst1qCE
68. Hypothesis Tests on Proportions, https://www.youtube.com/watch?v=HRXEThMkM-k
69. Importing , Checking and Working with Data, https://www.youtube.com/watch?v=U4-RnTW5dfw
70. Importing/Reading Excel Data into R using RStudio (readxl), https://www.youtube.com/watch?v=JYVWufSQ4OI
71. Introduction to Plotting, https://www.youtube.com/watch?v=SjcUlHh3UJg
72. Introduction to R, https://www.youtube.com/watch?v=b1B7tjsI5lw
73. Introduction to Vector Objects, https://www.youtube.com/watch?v=CBueHBi-ezw
74. knitr Package Web Site, https://yihui.org/knitr/
75. Line Chart Comparing Values of Nominal Dependent Variable Demo., https://www.poliscidata.com/rdemos/showLiveDemo.php?code=lineChartNominalDV.txt&chapter=Line+Chart+Comparing+Values+of+Nominal+Dependent+Variable
76. Live R Code Demos, http://www.poliscidata.com/rdemos/
77. Logistic Regression Models, https://www.youtube.com/watch?v=jAc2SNPTmLY
78. Logistic Regression Tutorial, https://www.youtube.com/watch?v=iyU2CkHrfQk
79. Logistic Regression: Creating Model and Testing Accuracy, https://www.youtube.com/watch?v=HFO36RrmNc4
80. Making a Residual Plot and Assessing Regression Conditions, https://www.youtube.com/watch?v=xMs1n2LKQ1c
81. Making Predictions with Regression, https://www.youtube.com/watch?v=b_32VfHbdxc
82. Mean Comparison Analysis of Hillary Clinton Ratings Demo., https://www.poliscidata.com/rdemos/showLiveDemo.php?code=meanComparisonClintonTherm.txt&chapter=Mean+Comparison+Analysis+of+Hillary+Clinton+Ratings
83. Multiple Line Charts Demo., https://www.poliscidata.com/rdemos/showLiveDemo.php?code=multipleLineCharts.txt&chapter=Multiple+Line+Charts
84. Multiple Linear Regression, https://www.youtube.com/watch?v=q1RD5ECsSB0
85. Multiple Linear Regression, https://www.youtube.com/watch?v=zyEZop-5K9Q
86. Multiple Linear Regression Analysis, https://www.youtube.com/watch?v=-QjNa1zufjs
87. Multiple Linear Regression with Interaction, https://www.youtube.com/watch?v=8YuuIsoYqsg
88. Multiple Regression with Data Visualisation, https://www.youtube.com/watch?v=sWWctTjj2UU
89. Normal Distribution Tutorial, https://www.youtube.com/watch?v=QkmSUq498iY
90. Normal Distribution, Z Scores, and Normal Probabilities, https://www.youtube.com/watch?v=peEsXbdMY_4
91. One Way ANOVA Tutorial, https://www.youtube.com/watch?v=zDGQxC0bWn4
92. One-Sample t Test & Confidence Interval with Example, https://www.youtube.com/watch?v=kvmSAXhX9Hs
93. Quantitative Politics with R, http://qpolr.com/
94. Quantitative Research Methods for Political Science, Public Policy and Public Administration, https://bookdown.org/josiesmith/qrmbook/
95. Quick-R, https://www.statmethods.net/
96. Quick-R: Advanced Graphs, https://www.statmethods.net/advgraphs/index.html
97. Quick-R: Graphs, https://www.statmethods.net/graphs/index.html
98. R Bloggers, https://www.r-bloggers.com/
99. R Commander, https://socialsciences.mcmaster.ca/jfox/Misc/Rcmdr/
100. R Companion to Applied Regression, https://socialsciences.mcmaster.ca/jfox/Books/Companion/index.html
101. R Documentation, https://www.rdocumentation.org/
102. R Functions and Packages for Political Science Analysis, https://rforpoliticalscience.com/
103. R Graph Gallery, https://www.r-graph-gallery.com/
104. R Graphics Cookbook, https://r-graphics.org/
105. R Package Documentation, https://rdrr.io/
106. R Short Reference Card, http://cran.r-project.org/doc/contrib/Short-refcard.pdf
107. R-Forge, https://r-forge.r-project.org/
108. randomizr R Package, https://declaredesign.org/r/randomizr/
109. Reading Data Using the read.csv Function, https://www.youtube.com/watch?v=xsnOGUKtECo
110. Reproducible Data Treatment with R, https://lmi.cnrs.fr/r/index.html
111. Residual Plots, https://www.youtube.com/watch?v=IMXRLNF0wY0
112. Residuals from Regression Models, https://www.youtube.com/watch?v=eQVUKHGeiBM
113. Robust Regression with R Tutorial, http://www.alastairsanderson.com/R/tutorials/robust-regression-in-R/
114. RStudio as a Calculator, https://www.youtube.com/watch?v=kF608MZ3sr8
115. RStudio Introduction, https://www.youtube.com/watch?v=n79fN1g1iXY
116. Rweb, https://rweb.webapps.cla.umn.edu/Rweb/
117. Setting a Working Directory, https://www.youtube.com/watch?v=oSqOqvMkhSE
118. Setting a Working Directory, https://www.youtube.com/watch?v=oSqOqvMkhSE
119. Show Me Shiney, https://www.showmeshiny.com/
120. Simple Linear Regression, https://www.youtube.com/watch?v=66z_MRwtFJM
121. Stacked and Grouped Bar Charts and Mosaic Plots, https://www.youtube.com/watch?v=rl1tB9p3FLg
122. Statistics with R, https://www.youtube.com/playlist?list=PL7mT7MDlWGhXS54yIGEjmck7Rmqp_WBBR
123. Stratified Sampling (Part 1 of 2), https://www.youtube.com/watch?v=uuKGDJPogUI
124. Stratified Sampling (With Examples), https://www.statology.org/stratified-sampling-r/
125. Strip Chart of Unionization by Region Demo., https://www.poliscidata.com/rdemos/showLiveDemo.php?code=stripChartDemo.txt&chapter=Strip+Chart+of+Unionization+by+Region
126. Survey Analysis in R, http://r-survey.r-forge.r-project.org/survey/
127. Swirl Stats, https://swirlstats.com/
128. t Distribution and t Scores, https://www.youtube.com/watch?v=ETd-jPhI_tE
129. Tests on Constant (Homogeneous) Variance, https://www.youtube.com/watch?v=wP-gPbtLWo0
130. Text Mining with R, https://www.tidytextmining.com/
131. The Central Limit Theorem by Simulation, https://www.youtube.com/watch?v=HLFqrY4QU9Q
132. Transformations (Logarithms, Scaling, Standardizing), https://www.youtube.com/watch?v=sWDYqnh376o
133. Tutorial for Two Sample t test and Confidence Interval, https://www.youtube.com/watch?v=4TC__CfLros
134. Tutorial on Bivariate Regression, https://www.youtube.com/watch?v=jLi_K3P-MRY
135. Tutorial on Single Factor ANOVA F-Test and Multiple Comparisons, https://www.youtube.com/watch?v=jLi_K3P-MRY
136. Understanding the Summary Output for a Logistic Regression, https://www.youtube.com/watch?v=xl5dZo_BSJk
137. Use ifelse() Function to Create Dummy Variables and Categorical Variables, https://www.youtube.com/watch?v=rLXlab5KzBA
138. Using the sample Function, https://www.youtube.com/watch?v=WbfNLX-NCbo
139. Video Tutorial: Creating Crosstabs for Categorical Variables, https://www.youtube.com/watch?v=VGKz3Jkx-9I
140. Working with Categorical Variables and Factors, https://www.youtube.com/watch?v=an-1lNyZF8Q
141. Working with pnorm, qnorm, and dnorm Functions, https://www.youtube.com/watch?v=sOkvrmq2HMA
142. Zelig, http://docs.zeligproject.org/