Advanced Statistical Techniques Using R: Outliers and Missing Data

Citation:
Abonazel, M. R., "Advanced Statistical Techniques Using R: Outliers and Missing Data", Annual Conference on Statistics, Computer Sciences and Operations Research, Faculty of Graduate Studies for Statistical Research, Cairo University, 2019.

Abstract:

This paper has reviewed two important problems in regression analysis (outliers and missing data), as well as some handling methods for these problems using R. Moreover, two R-applications have been introduced to understand these methods by R-codes. Finally, we created a simple simulation study to compare different handling methods of missing data; this is an example of how to create R-codes to perform Monte Carlo simulation studies.