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Regression Models for Categorical and Limited Dependent Variables 2024 pdf epub mobi 电子书

Regression Models for Categorical and Limited Dependent Variables
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发表于2024-11-28

Regression Models for Categorical and Limited Dependent Variables 2024 pdf epub mobi 电子书

Regression Models for Categorical and Limited Dependent Variables 2024 pdf epub mobi 电子书

Regression Models for Categorical and Limited Dependent Variables 2024 pdf epub mobi 电子书


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出版者:SAGE Publications, Inc
作者:J. Scott Long
出品人:
页数:328
译者:
出版时间:1997-1-9
价格:USD 112.00
装帧:Hardcover
isbn号码:9780803973749
丛书系列:

图书标签: 统计学  计量分析  statistics  美国  methodology  定量研究  定量  E   

Regression Models for Categorical and Limited Dependent Variables 2024 pdf epub mobi 电子书 图书描述

A unified treatment of the most useful models for categorical and limited dependent variables (CLDVs) is provided in this book. Throughout, the links among the models are made explicit, and common methods of derivation, interpretation and testing are applied. In addition, the author explains how models relate to linear regression models whenever possible. After a review of the linear regression model and an introduction to maximum likelihood estimation, the book then: covers the logit and probit models for binary outcomes; reviews standard statistical tests associated with maximum likelihood estimation; and considers a variety of measures for assessing the fit of a model. J Scott Long also: extends the binary logit and probit models to ordered outcomes; presents the multinomial and conditioned logit models for nominal outcomes; considers models with censored and truncated dependent variables with a focus on the tobit model; describes models for sample selection bias; presents models for count outcomes by beginning with the Poisson regression model; and compares the models from earlier chapters, discussing the links between these models and others not discussed in the book.

Regression Models for Categorical and Limited Dependent Variables 2024 pdf epub mobi 电子书
Regression Models for Categorical and Limited Dependent Variables 2024 pdf epub mobi 电子书
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PS 733: Maximum Likelihood Estimation

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Regression Models for Categorical and Limited Dependent Variables 2024 pdf epub mobi 电子书

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