## Multiple Imputation for Nonresponse in SurveysDemonstrates 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. |

### What people are saying - Write a review

### Related books

The Handbook of Artificial Intelligence, Volume 3 Avron Barr,Edward A. Feigenbaum,Paul R. Cohen No preview available - 1982 |

### Contents

INTRODUCTION | 1 |

Problems | 23 |

Probability Distributions and Related Calculations | 31 |

Problems | 68 |

UNDERLYING BAYESIAN THEORY | 75 |

Scalar Q | 77 |

The Posterior Cumulative Distribution Function of Q | 83 |

The Conditional Distribution of Q Ux Given | 89 |

SmallSample Monte Carlo Coverages of Asymptotically | 135 |

Problems | 148 |

PROCEDURES WITH IGNORABLE NONRESPONSE | 154 |

Some Explicit Imputation Models with Univariate V | 166 |

PROCEDURES WITH NON1GNORABLE | 202 |

Formal Tasks with Nonignorable Nonresponse | 210 |

5 The Imputation and Estimation Tasks with | 214 |

Analysis of MultiplyImputed Data | 221 |

The Conditional Distribution of Q Given Sm and B | 94 |

5 A Situation in Which Conditional | 105 |

RANDOMIZATIONBASED EVALUATIONS | 113 |

1 If the CompleteData Inference | 119 |

244 | |

AUTHOR INDEX | 251 |

Report Written for the Census Bureau | 268 |

### Other editions - View all

### Common terms and phrases

### Popular passages

### References to this book

### References from web pages

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) ...

www.wiley-vch.de/ publish/ en/ books/ newTitles200406/ 0-471-65574-0/ ?sID=d05b

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, ...

links.jstor.org/ sici?sici=0162-1459(198906)84%3A406%3C612%3AMIFNIS%3E2.0.CO%3B2-Z

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

Globalbook

Titulo: Multiple Imputation for Nonresponse in Surveys. Autores: Donald B. Rubin (Harvard Univ., MA). Tipo: Paperback, Peso: 15.84 oz. ...

www.globalbookstore.com.mx/ detalles.php?ISBN=0471655740

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 ...

www.questia.com/ PM.qst?a=o&

Book reviews

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

Rubin-Discussant Remarks-final.doc

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