I am working on feture selection from a dataset, I would like to use the simple t-statistic technique , since it is used to accomplish feature selection on the dataset by identifying the most significant items. The features having high t-statistic values are more significant than others. So the question is:
Can I use one of the operators in the folder Hypothesis Testing (Statistics)? If yes which of them?
Single sample t-test, Independent groups t-test, Paired t-test,One-way ANOVA?
Thank you so much,