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Selection Models for Nonignorable Missing Data

Language EnglishEnglish
Book Paperback
Book Selection Models for Nonignorable Missing Data Sandro Scheid
Libristo code: 10027673
Publishers Peter Lang AG, February 2005
An introduction to missing data in statistical applications is given in the beginning. The main part... Full description
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An introduction to missing data in statistical applications is given in the beginning. The main part of the book deals with selection models for nonignorable missing data. The theory of selection models is described and illustrated by examples. Maximum Likelihood as well as Bayesian estimation approaches are discussed. A selection model with a nonparametric missing model that allows to treat flexible missing patterns is developed. This approach is unique in literature. The proposed model is extended to a model for longitudinal data.

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About the book

Full name Selection Models for Nonignorable Missing Data
Author Sandro Scheid
Language English
Binding Book - Paperback
Date of issue 2005
Number of pages 128
EAN 9783631534991
ISBN 9783631534991
Libristo code 10027673
Publishers Peter Lang AG
Weight 188
Dimensions 210 x 150 x 9

Categories

Mathematics & Science > Mathematics > Applied mathematics > Mathematical modelling
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