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- catalog abstract "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 jointy observed can be displayed. An application of the alternative approaches with real world data concludes the book.".
- catalog contributor b12568020.
- catalog created "c2002.".
- catalog date "2002".
- catalog date "c2002.".
- catalog dateCopyrighted "c2002.".
- catalog description "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 jointy observed can be displayed. An application of the alternative approaches with real world data concludes the book.".
- catalog description "Includes bibliographical references and index.".
- catalog description "Introduction -- Principles of the Statistical Matching Process -- Traditional Appraoches to Data Function -- Alternative Approaches to Merge Data Sets -- Empirical Evaluation of Alternative Approaches -- Synopsis and Outlook.".
- catalog extent "xviii, 238 p. :".
- catalog identifier "038795516X (pbk. : acid-free paper)".
- catalog isPartOf "Lecture notes in statistics (Springer-Verlag) ; v. 168.".
- catalog isPartOf "Lecture notes in statistics ; 168".
- catalog issued "2002".
- catalog issued "c2002.".
- catalog language "eng".
- catalog publisher "New York : Springer,".
- catalog subject "519.5 21".
- catalog subject "Mathematical statistics.".
- catalog subject "QA276.6 .R37 2002".
- catalog subject "Statistical matching.".
- catalog subject "Statistics.".
- catalog tableOfContents "Introduction -- Principles of the Statistical Matching Process -- Traditional Appraoches to Data Function -- Alternative Approaches to Merge Data Sets -- Empirical Evaluation of Alternative Approaches -- Synopsis and Outlook.".
- catalog title "Statistical matching : a frequentist theory, practical applications, and alternative Bayesian approaches / Susanne Rässler.".
- catalog type "text".