Module 4) Simple Missing Data Imputation Techniques [Preview]

This module covers foundational imputation methods such as mean, median, and mode imputation, explains their limitations, and helps avoid common mistakes when handling missing data.

Video Lectures

This lecture is divided into a theory part and an R programming part. You can find the two corresponding videos below:

The R programming video for this lecture will be available once you enroll in the course.

Presentation of This Lecture

You may download the presentation of this lecture by clicking here.

R Code

The R code will be available once you enroll in the course.

Exercises

The exercises and solutions will be available once you enroll in the course.

Further Resources

• Mean Imputation by Statistics Globe
• Mode Imputation by Statistics Globe
• Calculate Mean of Data Frame Column in R Video by Statistics Globe
• Mean vs. Median by Diffen

You can access the course overview page, timetable, and table of contents by clicking here.