Selection Models for Nonignorable Missing Data / Najlacnejšie knihy
Selection Models for Nonignorable Missing Data

Code: 10027673

Selection Models for Nonignorable Missing Data

by Sandro Scheid

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 illustrate ... more

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Book synopsis

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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Book category Books in English Mathematics & science Mathematics Applied mathematics

47.37 €

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