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Outlier Robust Prediction

Raymond L. Chambers and Robert G. Clark

in An Introduction to Model-Based Survey Sampling with Applications

Published in print:
2012
Published Online:
May 2012
ISBN:
9780198566625
eISBN:
9780191738449
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780198566625.003.0010
Subject:
Mathematics, Probability / Statistics

Outlier robust prediction describes methods for estimating the population total when the sample contains representative outliers, i.e. true values that are extremely unlikely under the working model, ... More


An Introduction to Model-Based Survey Sampling with Applications

Ray Chambers and Robert Clark

Published in print:
2012
Published Online:
May 2012
ISBN:
9780198566625
eISBN:
9780191738449
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780198566625.001.0001
Subject:
Mathematics, Probability / Statistics

This book is an introduction to the model-based approach to survey sampling. It consists of three parts, with Part I focusing on estimation of population totals. Chapters 1 and 2 introduce survey ... More


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