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R Functions and Packages for Political Science Analysis

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Cheat Sheets in R

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Check for multicollinearity with the car package in R
Check linear regression residuals are normally distributed with olsrr package in R.
Recode variables with car package in R
Plot variables on a map with rnaturalearth package in R
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Impute missing values with MICE package in R
Correct for heteroskedasticity in OLS with sandwich package in R
Choose model variables by AIC in a stepwise algorithm with the MASS package in R
Check linear regression assumptions with gvlma package in R
Summarise data with skimr package in R

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