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Linear models with Python/ Julian J Faraway

By: Series: Texts in Statistical SciencePublication details: Boca Raton: CRC Press, 2022Description: x, 298 pages; charts, digs; 24 cmISBN:
  • 9781032323367
Subject(s): DDC classification:
  • 23rd SA.06202855133 F219
Contents:
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
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Holdings
Item type Current library Call number Status Date due Barcode Item holds
Books ISI Library, Kolkata SA.06202855133 F219 (Browse shelf(Opens below)) Available 138711
Total holds: 0

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

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