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Choice Models Reference Manual

Publisher:  Stata Press
Copyright:  2019
ISBN-13:  978-1-59718-273-7
Pages:  317
 

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Table of contents

Intro Introduction
Intro 1 Interpretation of choice models
Intro 2 Data layout
Intro 3 Descriptive statistics
Intro 4 Estimation commands
Intro 5 Models for discrete choices
Intro 6 Models for rank-ordered alternatives
Intro 7 Models for panel data
Intro 8 Random utility models, assumptions, and estimation


cmchoiceset Tabulate choice sets


cmclogit Conditional logit (McFadden's) choice model
cmclogit postestimation Postestimation tools for cmclogit
cmmixlogit Mixed logit choice model
cmmixlogit postestimation Postestimation tools for cmmixlogit
cmmprobit Multinomial probit choice model
cmmprobit postestimation Postestimation tools for cmmprobit
cmrologit Rank-ordered logit choice model
cmrologit postestimation Postestimation tools for cmrologit
cmroprobit Rank-ordered probit choice model
cmroprobit postestimation Postestimation tools for cmroprobit


cmsample Display reasons for sample exclusion
cmset Declare data to be choice model data
cmsummarize Summarize variables by chosen alternatives
cmtab Tabulate chosen alternatives


cmxtmixlogit Panel-data mixed logit choice model
cmxtmixlogit postestimation Postestimation tools for cmxtmixlogit


margins Adjusted predictions, predictive margins, and marginal effects


nlogit Nested logit regression
nlogit postestimation Postestimation tools for nlogit


Glossary


Combined author index
Combined subject index
 

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