...and it's no exception for us PhD students. Below are three resources that have made statistical concepts and their application(s) truly accessible and intelligible to me (though I admit statistics was never really my strength).
Introduction to Statistics and Multivariate Statistics by David W. Stockburger from Missouri State University and Statnotes: Multivariate Statistics by G. David Garson from North Carolina State University.
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