A Computational Approach to Statistical Learning
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Published By Chapman And Hall/CRC

9781315171401
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Penalized Regression Models

2019 ◽  
pp. 179-206
Author(s):  
Taylor Arnold ◽  
Michael Kane ◽  
Bryan W. Lewis
Keyword(s):  
Regression Models ◽  
Penalized Regression

Additive Models

2019 ◽  
pp. 151-178
Author(s):  
Taylor Arnold ◽  
Michael Kane ◽  
Bryan W. Lewis
Keyword(s):  
Additive Models

Neural Networks

2019 ◽  
pp. 207-260
Author(s):  
Taylor Arnold ◽  
Michael Kane ◽  
Bryan W. Lewis
Keyword(s):  
Neural Networks

Linear Models

2019 ◽  
pp. 11-41
Author(s):  
Taylor Arnold ◽  
Michael Kane ◽  
Bryan W. Lewis
Keyword(s):  
Linear Models

Computation in Practice

2019 ◽  
pp. 297-330
Author(s):  
Taylor Arnold ◽  
Michael Kane ◽  
Bryan W. Lewis

Dimensionality Reduction

2019 ◽  
pp. 261-296
Author(s):  
Taylor Arnold ◽  
Michael Kane ◽  
Bryan W. Lewis
Keyword(s):  
Dimensionality Reduction

Generalized Linear Models

2019 ◽  
pp. 123-149
Author(s):  
Taylor Arnold ◽  
Michael Kane ◽  
Bryan W. Lewis
Keyword(s):  
Generalized Linear Models ◽  
Linear Models

Linear Smoothers

2019 ◽  
pp. 75-122
Author(s):  
Taylor Arnold ◽  
Michael Kane ◽  
Bryan W. Lewis

Introduction

2019 ◽  
pp. 1-10
Author(s):  
Taylor Arnold ◽  
Michael Kane ◽  
Bryan W. Lewis
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