Linear Models with Python 9781138483958

Like its widely praised, best-selling companion version, Linear Models with R, this book replaces R with Python to seaml

6,037 973 4MB

English Pages 308 [309] Year 2020

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Linear Models with Python
9781138483958

Author / Uploaded
Julian J. Faraway

Table of contents :
1.Introduction
2.Estimation
3.Inference
4.Prediction
5.Explanation
6.Diagnostics
7.Problems with the Predictors 8.Problems with the Errors
9.Transformation
10.Model Selection
11.Shrinkage Methods
12.Insurance Redlining —A Complete Example
13.Missing Data
14.Categorical Predictors
15.One Factor Models
16.Models with Several Factors 17.Experiments with Blocks
18.About Python

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