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Statistical Matching

Name: Statistical Matching
Brand: Springer-Verlag New York Inc.
SKU: 01384439
Price: 154.16 EUR
Availability: InStock
Author: Susanne Rässler
ISBN: 9780387955162

A Frequentist Theory, Practical Applications, and Alternative Bayesian Approaches

Susanne Rässler

Language

English

Book Paperback

Libristo code: 01384439

Publishers Springer-Verlag New York Inc., August 2002

Data fusion or statistical file matching techniques merge data sets from different survey samples to... Full description

Libristo code: 01384439

373 b

154.16 €

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Data fusion or statistical file matching techniques merge data sets from different survey samples to solve the problem that exists when no single file contains all the variables of interest. Media agencies are merging television and purchasing data, statistical offices match tax information with income surveys. Many traditional applications are known but information about these procedures is often difficult to achieve. The author proposes the use of multiple imputation (MI) techniques using informative prior distributions to overcome the conditional independence assumption. By means of MI, sensitivity of the unconditional association of the variables not jointly observed can be displayed. An application of the alternative approaches with real world data concludes the book.