  I developed the lecture notes based on my ``Linear Model'' course at the
University of California Berkeley over the past seven years. This book provides
an intermediate-level introduction to the linear model. It balances rigorous
proofs and heuristic arguments. This book provides R code to replicate all
simulation studies and case studies.
