Linear Probability, Logit, and Probit Models
Title | Linear Probability, Logit, and Probit Models PDF eBook |
Author | John H. Aldrich |
Publisher | SAGE |
Pages | 100 |
Release | 1984-11 |
Genre | Mathematics |
ISBN | 9780803921337 |
After showing why ordinary regression analysis is not appropriate for investigating dichotomous or otherwise 'limited' dependent variables, this volume examines three techniques which are well suited for such data. It reviews the linear probability model and discusses alternative specifications of non-linear models.
Interpreting Probability Models
Title | Interpreting Probability Models PDF eBook |
Author | Tim Futing Liao |
Publisher | SAGE |
Pages | 100 |
Release | 1994-06-30 |
Genre | Mathematics |
ISBN | 9780803949997 |
What is the probability that something will occur, and how is that probability altered by a change in an independent variable? To answer these questions, Tim Futing Liao introduces a systematic way of interpreting commonly used probability models. Since much of what social scientists study is measured in noncontinuous ways and, therefore, cannot be analyzed using a classical regression model, it becomes necessary to model the likelihood that an event will occur. This book explores these models first by reviewing each probability model and then by presenting a systematic way for interpreting the results from each.
Logit and Probit
Title | Logit and Probit PDF eBook |
Author | Vani K. Borooah |
Publisher | SAGE |
Pages | 108 |
Release | 2002 |
Genre | Mathematics |
ISBN | 9780761922421 |
Many problems in the social sciences are amenable to analysis using the analytical tools of logit and probit models. This book explains what ordered and multinomial models are and also shows how to apply them to analysing issues in the social sciences.
Logit and Probit
Title | Logit and Probit PDF eBook |
Author | Vani K. Borooah |
Publisher | SAGE |
Pages | 108 |
Release | 2002 |
Genre | Mathematics |
ISBN | 9780761922421 |
Many problems in the social sciences are amenable to analysis using the analytical tools of logit and probit models. This book explains what ordered and multinomial models are and also shows how to apply them to analysing issues in the social sciences.
POLO
Title | POLO PDF eBook |
Author | Jacqueline L. Robertson |
Publisher | |
Pages | 20 |
Release | 1980 |
Genre | Computer programs |
ISBN |
Describes the computer program POLO from experimental design, through data input, to program output.
Regression Models for Categorical and Limited Dependent Variables
Title | Regression Models for Categorical and Limited Dependent Variables PDF eBook |
Author | J. Scott Long |
Publisher | SAGE |
Pages | 334 |
Release | 1997-01-09 |
Genre | Mathematics |
ISBN | 9780803973749 |
Evaluates the most useful models for categorical and limited dependent variables (CLDVs), emphasizing the links among models and applying common methods of derivation, interpretation, and testing. The author also explains how models relate to linear regression models whenever possible. Annotation c.
Best Practices in Logistic Regression
Title | Best Practices in Logistic Regression PDF eBook |
Author | Jason W. Osborne |
Publisher | SAGE Publications |
Pages | 489 |
Release | 2014-02-26 |
Genre | Social Science |
ISBN | 1483312097 |
Jason W. Osborne’s Best Practices in Logistic Regression provides students with an accessible, applied approach that communicates logistic regression in clear and concise terms. The book effectively leverages readers’ basic intuitive understanding of simple and multiple regression to guide them into a sophisticated mastery of logistic regression. Osborne’s applied approach offers students and instructors a clear perspective, elucidated through practical and engaging tools that encourage student comprehension.