Advanced Quantitative Techniques in the Social Sciences Log-Linear Models for Event Histories

Type
Book
Authors
Vermunt ( Vermunt, Jeroen K. )
 
ISBN 10
0761909370 
ISBN 13
9780761909378 
Category
Unknown  [ Browse Items ]
Publication Year
1997 
Pages
360 
Description
Event history analysis has been a useful method in the social sciences for studying the processes of social change. However, a main difficulty in using this technique is to observe all relevant explanatory variables without missing any variables. This book presents a general approach to missing data problems in event history analysis which is based on the similarities between log-linear models, hazard models and event history models. It begins with a discussion of log-rate models, modified path models and methods for obtaining maximum likelihood estimates of the parameters of log-linear models. The author then shows how to incorporate variables with missing information in log-linear models - including latent class models, m - from Amzon 
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