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Multivariate small area estimation under nonignorable nonresponse

We consider multivariate small area estimation under nonignorable, not missing at random (NMAR) nonresponse. We assume a response model that accounts for the different patterns of the observed outcomes, (which values are observed and which ones are missing), and estimate the response probabilities b...

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Principais autores: Danny Pfeffermann, Michael Sverchkov
Format: Artigo
Sprog:Inglês
Udgivet: Taylor & Francis Group 2019-07-01
Serier:Statistical Theory and Related Fields
Fag:
distribution of missing data
imputation under nonignorable nonresponse
missing information principle
mse estimation
nmar nonresponse
Online adgang:http://dx.doi.org/10.1080/24754269.2019.1676683
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