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Logit Modeling By Alfred DeMaris

Logit Modeling
by Alfred DeMaris

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Logit Modeling Summary


Logit Modeling: Practical Applications by Alfred DeMaris

Logit modelling represents a breakthrough for researchers because it offers ways for more efficient estimation of models with multiple categorical variables, particularly whenever the measurement assumptions for classical multiple regression fail to be met. Taking an applied approach, DeMaris begins by describing the logit model in the context of the general loglinear model, moving its application from two-way to multidimensional tables. He then divides the rest of the book between an examination of the varieties of logit models for contingency tables and logistic regression. Throughout his coverage of both these major areas, DeMaris emphasizes interpretation of results. The book concludes with an extension of logistic regression to dependent variables with more than two categories.

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About Alfred DeMaris


Alfred DeMaris is Professor of Sociology and Statistician for the Center for Family and Demographic Research at Bowling Green State University in Bowling Green, Ohio. His substantive interests are focused on romantic relationships, including issues surrounding premarital cohabitation, the prediction of marital instability, and the antecedents and consequences of violence in heterosexual dyads. His work in these areas has appeared in Social Forces, Social Psychology Quarterly, Journal of Marriage and Family, Journal of Family Issues, Family Relations, and Journal of Sex Research. His primary specialty in social statistics is regression modeling, in particular, logistic regression. His articles on this topic have appeared in Social Forces, Psychological Bulletin, and Sociological Methods & Research, among other venues. He is also the author of Logit Modeling: Practical Applications (1992, Sage) and Regression with Social Data: Modeling Continuous and Limited Response Variables (2004, Wiley).

Table of Contents


Introduction Logit Models Theoretical Background Logit Models for Multidimensional Tables Logistic Regression Advanced Topics in Logistic Regression

Additional information

GOR010219417
Logit Modeling: Practical Applications by Alfred DeMaris
Alfred DeMaris
Quantitative Applications in the Social Sciences
Used - Well Read
Paperback
SAGE Publications Inc
1992-07-20
96
0803943776
9780803943773
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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