What is causal analysis?

The search for the cause or causes of particular events and objects.

A causal factor is a variable which causes change in another variable. Statistical techniques which test the strength of a postulated link between two variables are the T-test and the chi-squared.

A causal model is a relationship with two or more variables, on which the necessary causality analysis and correlation analysis is done.