"Applied Choice Analysis: A Primer" by David A. Hensher, John M. Rose, William H. Greene (Repost)
"Applied Choice Analysis: A Primer" by David A. Hensher, John M. Rose, William H. Greene
CamUni Press | 2005 | ISBN: 0521605776 0521844266 9780521844260 | 743 pages | PDF | 6 MB
CamUni Press | 2005 | ISBN: 0521605776 0521844266 9780521844260 | 743 pages | PDF | 6 MB
This book provides an introduction to the main techniques of choice analysis and also includes details on data collection and preparation, model estimation and interpretation and the design of choice experiments.
Contents
Figures
Tables
Preface
Part I Basic topics
1 In the beginning
2 Basic notions of statistics
3 Choosing
4 Paradigms of choice data
5 Processes in setting up stated choice experiments
6 Choices in data collection
7 NLOGIT for applied choice analysis: a primer
8 Handling choice data
9 Case study: mode-choice data
10 Getting started modeling: the basic MNL model
11 Getting more from your model
12 Practical issues in the application of choice models
Part II Advanced topics
13 Allowing for similarity of alternatives
14 Nested logit estimation
15 The mixed logit model
16 Mixed logit estimation
Glossary
General statistical terms
References
Index
with TOC BookMarkLinks