Regression Modeling for Linguistic Data
Autor Morgan Sondereggeren Limba Engleză Paperback – 6 iun 2023
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Specificații
ISBN-13: 9780262045483
ISBN-10: 0262045486
Pagini: 454
Ilustrații: 6 colour illustrations, 90 black and white illustrations
Dimensiuni: 177 x 251 x 30 mm
Greutate: 0.95 kg
Editura: MIT Press Ltd
ISBN-10: 0262045486
Pagini: 454
Ilustrații: 6 colour illustrations, 90 black and white illustrations
Dimensiuni: 177 x 251 x 30 mm
Greutate: 0.95 kg
Editura: MIT Press Ltd
Notă biografică
Morgan Sonderegger
Cuprins
Preface xi
1 Preliminaries 1
2 Samples, Estimates, and Hypothesis Tests 7
3 Effect Size, Power, and Error 39
4 Linear Regression 1 69
5 Linear Regression 2 95
6 Categorical Data Analysis and Logistic Regression 147
7 Practical Regression Topics 191
8 Mixed-Effects Models 1: Linear Regression 241
9 Mixed-Effects Models 2: Logistic Regression 313
10 Mixed-Effects Models 3: Practical and Advanced Topics 357
A Appendix: Datasets 409
B Appendix: R Packages 411
1 Preliminaries 1
2 Samples, Estimates, and Hypothesis Tests 7
3 Effect Size, Power, and Error 39
4 Linear Regression 1 69
5 Linear Regression 2 95
6 Categorical Data Analysis and Logistic Regression 147
7 Practical Regression Topics 191
8 Mixed-Effects Models 1: Linear Regression 241
9 Mixed-Effects Models 2: Logistic Regression 313
10 Mixed-Effects Models 3: Practical and Advanced Topics 357
A Appendix: Datasets 409
B Appendix: R Packages 411