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Computer Assisted Analysis of Mixtures

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In addition to reviewing recent developments in theory and algorithms, Computer-Assisted Analysis of Mixtures and Applications focuses on developments in biometric and epidemiological applications, such as meta-analysis, disease mapping, fertility studies, estimation of prevalence under clustering, and estimation of the distribution function of survival time under interval censoring. The approach used results in increasing flexibility in modelling and gives the reader new insight, interpretations and conclusions ...
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Overview

In addition to reviewing recent developments in theory and algorithms, Computer-Assisted Analysis of Mixtures and Applications focuses on developments in biometric and epidemiological applications, such as meta-analysis, disease mapping, fertility studies, estimation of prevalence under clustering, and estimation of the distribution function of survival time under interval censoring. The approach used results in increasing flexibility in modelling and gives the reader new insight, interpretations and conclusions about data. The computer package, C.A.MAN, which is freely available over the Internet, is used throughout the book. Statisticians and applied statisticians at graduate and research levels in biomedical, epidemiological and biostatistics departments and statisticians in the health and pharmaceutical industries will find this a comprehensive and accessible introduction to mixture models.
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Provides a complete and accessible introduction to mixture models, reviews recent development in theory and algorithms, and focuses on developments in biometric and epidemiological applications<-->including meta-analysis, disease mapping, fertility studies, estimation of prevalence under clustering, and estimation of the distribution function of survival time under interval censoring. Annotation c. by Book News, Inc., Portland, Or.
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Product Details

Table of Contents

Preface
1 Introduction 1
2 Theory of nonparametric mixture models 36
3 Algorithms 51
4 Likelihood ratio test and number of components 79
5 C.A.MAN-application: meta-analysis 104
6 Moment estimators of the variance of the mixing distribution 129
7 C.A.MAN-application: disease mapping 161
8 Various C.A.MAN applications 195
App working with C.A.MAN 223
References 232
Author index 251
Subject index 257
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