Kniha Selection Models for Nonignorable Missing Data Sandro Scheid

Selection Models for Nonignorable Missing Data

Autor: Sandro Scheid
Jazyk: Angličtina
Väzba: Brožovaná
Vydavateľ: Peter Lang AG
Dostupnosť: U vydavateľa na objednávku
Odosielame za 17-27 dní
46.07
An introduction to missing data in statistical applications is given in the beginning. The main part...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2005
Stránok
128
EAN
9783631534991
ISBN
9783631534991
Enbook ID
10027673
Vydavateľ
Hmotnosť
188
Rozmery
210 x 150 x 9

Kompletný popis

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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