Anurag Sethi anuraglnmiit
anuraglnmiit
/ Amelia_example.R
Created
September 28, 2015 18:39
— forked from dsparks/Amelia_example.R
Multiple imputation for missing data
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| doInstall <- TRUE | |
| toInstall <- c("Amelia", "ggplot2") | |
| if(doInstall){install.packages(toInstall, repos = "http://cran.us.r-project.org")} | |
| lapply(toInstall, library, character.only = TRUE) | |
| ANES <- read.csv("http://www.oberlin.edu/faculty/cdesante/assets/downloads/ANES.csv") | |
| ANES <- ANES[ANES$year == 2008, -c(1, 11, 17)] # Limit to just 2008 respondents, | |
| head(ANES) # remove some non-helpful variables | |
| with(ANES, plot(jitter(pid7), jitter(ideo7))) |