R for Survey data analysis

General
1

hi I am using R for analyzing large data with 8000+ observations. The project is a randomized controlled trial of which only baseline evaluation has happened. It would be great if I can get to know some useful packages for doing it.

2

You might find the chapter of this textbook helpful:

https://r4ds.had.co.nz/exploratory-data-analysis.html

3

This I have already read. Is there any specific packages and all to ensure the data quality and cleaning of a large survey dataset?

4

In the past I have used the dataReporter (formerly known as dataMaid) package. That might be helpful to you.

5

This is not specifically aimed at survey data but LITTLEMISSDATA has an excelent review of various EDA packages that you may find useful. Simple EDA

I also am a great believer in plot, plot, plot.

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6

Check out srvyr and survey packages.

Also a shameless plug for a short course I taught on this topic with materials hosted here: GitHub - szimmer/tidy-survey-aapor-2021: Tidy Survey Analysis in R using the srvyr Package: AAPOR 2021 Short Course

1 Like
7

Thanks for these resources.

8

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