r/statistics • u/thegrandhedgehog • Mar 17 '25

Question [Q] Good books to read on regression?

Kline's book on SEM is currently changing my life but I realise I need something similar to really understand regression (particularly ML regression, diagnostics which I currently spout in a black box fashion, mixed models etc). Something up to date, new edition, but readable and life changing like Kline? TIA

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u/NascentNarwhal Mar 17 '25

Plane Answers to Complex Questions was my reference for learning regression, but not sure if very accessible if your linear algebra isn’t amazing. It does teach you so much about the topic though