Understanding the t² = F Identity in Linear Regression: A Complete Mathematical Proof
A comprehensive derivation showing that when testing a single linear contrast in regression, the squared t-statistic equals the corresponding F-statistic, including detailed proofs of variance properties and constraint sum of squares.
Jan 15, 2024