TY - GEN AU - Faraway,Julian J TI - Linear models with Python T2 - Texts in Statistical Science SN - 9781032323367 U1 - SA.06202855133 23rd PY - 2022/// CY - Boca Raton PB - CRC Press KW - Statistics KW - Linear Models KW - Python KW - Programming Language N1 - Includes bibliography and index; Introduction -- Estimation -- Inference -- Prediction -- Explanation -- Diagnostics -- Problems with the predictors -- Problems with the error -- Transformation -- Model selection -- Shrinkage methods -- Insurance redlining - a complete example -- missing data -- categorical predictors -- One-factor models -- Models with several factors -- experiments with blocks -- A About Python ER -