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Title: GitHub - ramonserrallonga/missing-data-workshop: Matt Brems' Missing Data Workshop · GitHub

Open Graph Title: GitHub - ramonserrallonga/missing-data-workshop: Matt Brems' Missing Data Workshop

X Title: GitHub - ramonserrallonga/missing-data-workshop: Matt Brems' Missing Data Workshop

Description: Matt Brems' Missing Data Workshop. Contribute to ramonserrallonga/missing-data-workshop development by creating an account on GitHub.

Open Graph Description: Matt Brems' Missing Data Workshop. Contribute to ramonserrallonga/missing-data-workshop development by creating an account on GitHub.

X Description: Matt Brems' Missing Data Workshop. Contribute to ramonserrallonga/missing-data-workshop development by creating an account on GitHub.

Opengraph URL: https://github.com/ramonserrallonga/missing-data-workshop

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Pattern Submodel Paper from "Biostatistics"https://academic.oup.com/biostatistics/advance-article/doi/10.1093/biostatistics/kxy040/5092384
MissingNo in Pythonhttps://github.com/ResidentMario/missingno
MissingNo Paperhttp://joss.theoj.org/papers/52b4115d6c03864b884fbf3334851322
Andrew Gelman Chapter on Missing Data - thorough and very good, but academichttp://www.stat.columbia.edu/~gelman/arm/missing.pdf
UTexas Slides on Missing Datahttps://liberalarts.utexas.edu/prc/_files/cs/Missing-Data.pdf
Scikit-Learn Mean Imputationhttp://scikit-learn.org/stable/auto_examples/plot_missing_values.html#sphx-glr-auto-examples-plot-missing-values-py
FancyImpute in Pythonhttps://pypi.python.org/pypi/fancyimpute
Boston University Technical Report on Missing Data, Assumptions, and Applicationshttp://www.bu.edu/sph/files/2014/05/Marina-tech-report.pdf
The prevention and handling of missing datahttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC3668100/
Imputation with Not Missing at Random Datahttp://www.stefvanbuuren.nl/mi/docs/mnar.pdf
How One 19-Year-Old Illinois Man Is Distorting National Polling Averages - NYTimeshttps://www.nytimes.com/2016/10/13/upshot/how-one-19-year-old-illinois-man-is-distorting-national-polling-averages.html
Article about Rubin's Ruleshttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC2727536/
IBM Walkthrough of Rubin's Ruleshttps://www.ibm.com/support/knowledgecenter/de/SSLVMB_22.0.0/com.ibm.spss.statistics.algorithms/alg_mi-pooling_rubin_combine.htm
R Code for Implementing Rubin's Ruleshttps://stefvanbuuren.name/mice/reference/pool.html
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