Handling Missing Data (WIP)

Imputation

An overview of strategies for dealing with missing values in a dataset, such as imputation.

General Principles

Considerations

Caution

Example

Below is an example code snippet demonstrating Bayesian Missing data model using the Bayesian Inference (BI) package:

Python

Mathematical Details

Frequentist formulation

Bayesian formulation

Notes

Note

Reference(s)

McElreath (2018)

References

McElreath, Richard. 2018. Statistical Rethinking: A Bayesian course with examples in R and Stan. Chapman; Hall/CRC.