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Maximum Likelihood Estimation for Sample Surveys.

Author: Raymond L Chambers
Publisher: Hoboken : CRC Press, 2012.
Series: Chapman & Hall/CRC Monographs on Statistics & Applied Probability.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:
Sample surveys provide data used by researcher in a large range of disciplines to analyze important relationships using well-established and widely-used likelihood methods. The methods used to select samples often result in the sample differing in important ways from the target population and standard application of likelihood methods can lead to biased and inefficient estimates. Maximum Likelihood Estimation for  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Chambers, Raymond L.
Maximum Likelihood Estimation for Sample Surveys.
Hoboken : CRC Press, ©2012
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Raymond L Chambers
ISBN: 9781420011357 1420011359
OCLC Number: 793193210
Description: 1 online resource (374 pages).
Contents: Front Cover; Dedication; Contents; Preface; 1. Introduction; 2. Maximum likelihood theory for sample surveys; 3. Alternative likelihood-based methods for sample survey data; 4. Populations with independent units; 5. Regression models; 6. Clustered populations; 7. Informative nonresponse; 8. Maximum likelihood in other complicated situations; Notation.
Series Title: Chapman & Hall/CRC Monographs on Statistics & Applied Probability.

Abstract:

Sample surveys provide data used by researcher in a large range of disciplines to analyze important relationships using well-established and widely-used likelihood methods. The methods used to select samples often result in the sample differing in important ways from the target population and standard application of likelihood methods can lead to biased and inefficient estimates. Maximum Likelihood Estimation for Sample Surveys presents an overview of likelihood methods for the analysis of sample survey data that account for the selection methods used, and includes all necessary background mat.

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Sample surveys provide data used by researchers in a large range of disciplines to analyze important relationships using well-established and widely used likelihood methods. The methods used to Read more...

 
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