maximum likelihood estimation logic and practice quantitative applications in the social sciences

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Maximum Likelihood Estimation

Author : Scott R. Eliason
ISBN : 0803941072
Genre : Mathematics
File Size : 72. 82 MB
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In this volume the underlying logic and practice of maximum likelihood (ML) estimation is made clear by providing a general modeling framework that utilizes the tools of ML methods. This framework offers readers a flexible modeling strategy since it accommodates cases from the simplest linear models to the most complex nonlinear models that link a system of endogenous and exogenous variables with non-normal distributions. Using examples to illustrate the techniques of finding ML estimators and estimates, Eliason discusses: what properties are desirable in an estimator; basic techniques for finding ML solutions; the general form of the covariance matrix for ML estimates; the sampling distribution of ML estimators; the application of ML in the normal distribution as well as in other useful distributions; and some helpful illustrations of likelihoods.

Vergleichende Subnationale Analysen F R Deutschland

Author : Markus Freitag
ISBN : 9783643102393
Genre : Comparative government
File Size : 40. 97 MB
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Odds Ratios In The Analysis Of Contingency Tables

Author : Tamás Rudas
ISBN : 0761903623
Genre : Mathematics
File Size : 56. 51 MB
Format : PDF
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This volume shows how odds ratios can be used as a framework for understanding log-linear models. Moving systematically from the paradigmatic 2x2 case to more complicated cases, the author defines the odds ratio and demonstrates how it is a measure of association for tabular analysis. Real-world examples are consistently provided throughout the volume. By presenting categorical data models in a unified framework, you will learn not only how these models are related, but also additional interpretations of these models, not usually covered in other texts.

Multiple And Generalized Nonparametric Regression

Author : John Fox
ISBN : 0761921893
Genre : Social Science
File Size : 24. 87 MB
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This book builds on John Fox's previous volume in the QASS Series, Non Parametric Simple Regression. In this book, the reader learns how to estimate and plot smooth functions when there are multiple independent variables.

Applied Logistic Regression Analysis

Author : Scott W. Menard
ISBN : UOM:39015037446286
Genre : Mathematics
File Size : 64. 21 MB
Format : PDF
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Emphasizing the parallels between linear and logistic regression, Scott Menard explores logistic regression analysis and demonstrates its usefulness in analyzing dichotomous, polytomous nominal, and polytomous ordinal dependent variables. The book is aimed at readers with a background in bivariate and multiple linear regression.

Historical Social Research

Author :
ISBN : UOM:39015078346817
Genre : Social history
File Size : 34. 82 MB
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Esrc Data Archive Bulletin

Author :
ISBN : IND:30000046721969
Genre : Data libraries
File Size : 56. 37 MB
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Intellectual Property Trade And Development

Author : Daniel Gervais
ISBN : 0199216754
Genre : Law
File Size : 78. 64 MB
Format : PDF
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This book provides a comprehensive analysis of the latest legal, economic, political and social research and advanced current thinking on the relationship between intellectual property and trade and development. It also sets out implementation strategies for the incorporation of intellectual property rules into a local legal framework.

American Book Publishing Record

Author :
ISBN : UOM:39015023714663
Genre : United States
File Size : 54. 81 MB
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Choice And Political Participation

Author : Walter R. Díaz
ISBN : UOM:39015041794788
Genre :
File Size : 35. 45 MB
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