Multiple Imputation for Nonresponse in Surveys
Demonstrates how nonresponse in sample surveys and censuses can be handled by replacing each missing value with two or more multiple imputations. Clearly illustrates the advantages of modern computing to such handle surveys, and demonstrates the benefit of this statistical technique for researchers who must analyze them. Also presents the background for Bayesian and frequentist theory. After establishing that only standard complete-data methods are needed to analyze a multiply-imputed set, the text evaluates procedures in general circumstances, outlining specific procedures for creating imputations in both the ignorable and nonignorable cases. Examples and exercises reinforce ideas, and the interplay of Bayesian and frequentist ideas presents a unified picture of modern statistics.
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Probability Distributions and Related Calculations
UNDERLYING BAYESIAN THEORY
The Posterior Cumulative Distribution Function of Q
The Conditional Distribution of Q Ux Given
SmallSample Monte Carlo Coverages of Asymptotically
PROCEDURES WITH IGNORABLE NONRESPONSE
Some Explicit Imputation Models with Univariate V
PROCEDURES WITH NON1GNORABLE
Formal Tasks with Nonignorable Nonresponse
5 The Imputation and Estimation Tasks with
Analysis of MultiplyImputed Data
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Wiley-VCH - Rubin, Donald B. - Multiple Imputation for Nonresponse ...
Multiple Imputation for Nonresponse in Surveys ... Multiple Imputation for Nonresponse in Surveys Wiley Classics Library (Volume 001) ...
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JSTOR: Multiple Imputation for Nonresponse in Surveys.
Stanley Wasserman, U. of Illinois Mark Watson, Northwestern U. Multiple Imputation for Nonresponse in Surveys. db Rubin. New York: John Wiley, ...
Solas: Software for Analyzing Incomplete & Missing Data using ...
Multiple Imputation for Nonresponse in Surveys, Wiley, NY. Rubin, db and Schenker, N. (1991).Multiple Imputation in Health-Care Data Bases: An Overview and ...
www.statsol.ie/ html/ solas/ solas_resources.html
Blackwell Synergy - Biometrics, onlineearly Articles (Full Text)
Multiple Imputation for Nonresponse in Surveys. New York. : John Wiley & Sons. •. Rubin, db (1996). Multiple imputation after 18+ years. ...
www.blackwell-synergy.com/ doi/ abs/ 10.1111/ j.1541-0420.2008.01023.x
Multiple imputation FAQ page
Rubin, db (1987) Multiple Imputation for Nonresponse in Surveys. J. Wiley & Sons, New York. Rubin, db (1996) Multiple imputation after 18+ years (with ...
www.stat.psu.edu/ ~jls/ mifaq.html
Titulo: Multiple Imputation for Nonresponse in Surveys. Autores: Donald B. Rubin (Harvard Univ., MA). Tipo: Paperback, Peso: 15.84 oz. ...
A Potential for Bias When Rounding in Multiple Imputation
--(1987), Multiple Imputation for Nonresponse in Surveys, New York: Wiley. Rubin, db, and Schenker, N. (1986), "Multiple Imputation for Interval Estimation ...
Multiple Imputation for Nonresponse in Surveys. is an important book for survey. statisticians who are serious about understanding and dealing with the ...
www.springerlink.com/ index/ B82JV67P113H6851.pdf
Multiple Imputation for Nonresponse in Surveys. New York: John. Wiley and Sons. Rubin, db (1996). “Multiple Imputation After 18+ Years. ...
www7.nationalacademies.org/ BOTA/ School-Level%20Data_Don%20Rubin.pdf
Progress report on the grant ``Statistical Methods for Partially ...
Multiple Imputation for Nonresponse in Surveys. Reprinted with editorial corrections and new appendices as a “Wiley Classic.” New York: John Wiley and Sons. ...
www.biostat.jhsph.edu/ ~cfrangak/ partiallycontrolledstudies/ report0405.doc