Regression Analysis (GATE ST) — GATE Statistics (ST) Prep

Simple and multiple linear regression, 𝑅2 and adjusted 𝑅2 and their applications, distributions of quadratic forms of random vectors: Fisher-Cochran theorem, Gauss-Markov theorem, tests for regression coefficients, confidence intervals.