WorldCat Identities

Rubin, Donald B.

Overview
Works: 116 works in 260 publications in 2 languages and 4,517 library holdings
Genres: Conference proceedings  Textbooks 
Roles: Editor, Interviewee, Other
Classifications: QA279.5, 519.542
Publication Timeline
Key
Publications about  Donald B Rubin Publications about Donald B Rubin
Publications by  Donald B Rubin Publications by Donald B Rubin
Most widely held works by Donald B Rubin
Statistical analysis with missing data by Roderick J. A Little ( Book )
29 editions published between 1986 and 2014 in English and Italian and held by 1,306 WorldCat member libraries worldwide
Incorporating a large body of new work in the field, this second edition includes the latest applications of modern missing-data methods to real data. The authors also examine the theoretical and technical extensions that take advantage of recent computational advances
Applied Bayesian modeling and causal inference from incomplete-data perspectives an essential journey with Donald Rubin's statistical family ( )
10 editions published in 2004 in English and held by 654 WorldCat member libraries worldwide
This book brings together a collection of articles on statistical methods relating to missing data analysis, including multiple imputation, propensity scores, instrumental variables, and Bayesian inference. Covering new research topics and real-world examples which do not feature in many standard texts
Multiple imputation for nonresponse in surveys by Donald B Rubin ( Book )
24 editions published between 1987 and 2011 in English and held by 596 WorldCat member libraries worldwide
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 imputa
Contrasts and effect sizes in behavioral research : a correlational approach by Robert Rosenthal ( Book )
12 editions published between 1999 and 2000 in English and held by 401 WorldCat member libraries worldwide
"Contrasts are statistical procedures for asking focused questions of data. Compared to diffuse or omnibus questions, focused questions are characterized by greater conceptual clarity and greater statistical power when examining those focused questions. If an effect truly exists, we are more likely to discover it and to believe it to be real when asking focused questions rather than omnibus ones. Researchers, teachers of research methods, and graduate students will be familiar with the principles and procedures of contrast analysis but will also be introduced to a series of newly developed concepts, measures, and indices that permit a wider and more useful application of contrast analysis. This volume takes on this new approach by introducing a family of correlational effect size estimates."--Jacket
Matched sampling for causal effects by Donald B Rubin ( Book )
19 editions published between 2006 and 2008 in English and held by 340 WorldCat member libraries worldwide
Matched sampling is often used to help assess the casual effect of some exposure or intervention, typically when randomised experiments are not available or cannot be conducted. This text provides an accessible introduction to the study of matched sampling
Test equating by Test Equating Conference ( Book )
7 editions published in 1982 in English and held by 336 WorldCat member libraries worldwide
The chapters in this book give a detailed and thorough discussion of test equating from many different points of view. It should be a valuable reference on test equating for a broad audience interested in many aspects of tests and testing -- educational researcher, psychologists, educators, legislators, and others interested in the technical consequences of educational policies
Incomplete data in sample surveys by William G Madow ( Book )
3 editions published in 1983 in English and held by 256 WorldCat member libraries worldwide
Multiple imputation of missing blood alcohol concentration (BAC) values in FARS by Donald B Rubin ( )
4 editions published in 1998 in English and held by 216 WorldCat member libraries worldwide
Estimating the effect of unearned income on labor supply, earnings, savings, and consumption : evidence from a survey of lottery players by Guido Imbens ( Book )
16 editions published in 1999 in English and held by 86 WorldCat member libraries worldwide
Knowledge of the effect of unearned income on economic behavior of individuals in general, and on labor supply in particular, is of great importance to policy makers. Estimation of income effects, however, is a difficult problem because income is not randomly assigned and exogenous changes in income are difficult to identify. Here we exploit the randomized assignment of large amounts of money over long periods of time through lotteries. We carried out a survey of people who played the lottery in the mid-eighties and estimate the effect of lottery winnings on their subsequent earnings, labor supply, consumption, and savings. We find that winning a modest prize ($15,000 per year for twenty years) does not affect labor supply or earnings substantially. Winning such a prize does not considerably reduce savings. Winning a much larger prize ($80,000 rather than $15,000 per year) reduces labor supply as measured by hours, as well as participation and social security earnings; elasticities for hours and earnings are around -0.20 and for participation around -0.14. Winning a large versus modest amount also leads to increased expenditures on cars and larger home values, although mortgages values appear to increase by approximately the same amount. Winning $80,000 increases overall savings, although savings in retirement accounts are not significantly affected. The results do not vary much by gender, age, or prior employment status. There is some evidence that for those with zero earnings prior to winning the lottery there is a positive effect of winning a small prize on subsequent labor market participation
Causal inference in prospective and retrospective studies by Paul W Holland ( Book )
2 editions published in 1980 in English and held by 56 WorldCat member libraries worldwide
Identification of causal effects using instrumental variables by Joshua David Angrist ( )
4 editions published in 1993 in English and held by 28 WorldCat member libraries worldwide
Modern analysis of customer surveys with applications using R by Ron Kenett ( )
1 edition published in 2012 in English and held by 24 WorldCat member libraries worldwide
This book introduces customer satisfaction surveys, with focus on the classical problems of analysing them, which include; missing values, outliers, sampling techniques, integration of different data sources, as well as modern and non-standard tools. Each chapter describes, in detail, a different technique that is applied to the standard data set along with R scripts featuring on a supporting website. Most of the techniques featured in this book are applied to a standard set of data collected from 266 companies (customers) participating in the Annual Customer Satisfaction Survey (ACSS) of a global company. The data refers to a questionnaire consisting of 81 questions that covered a wide range of service and product perspectives
Bayesian data analysis by Andrew Gelman ( Book )
7 editions published between 1995 and 2014 in English and held by 21 WorldCat member libraries worldwide
The second edition of Bayesian Data Analysis continues to emphasize practice over theory, clearly describing how to conceptualize, perform, and critique statistical analyses from a Bayesian perspective. Its world-class authors provide detailed guidance on all aspects of Bayesian data analysis and include many examples of real statistical analyses, based on their own research
Estimating the effect of unearned income on labor supply, earnings, savings, and consumption evidence from a survey a lottery players by Guido Imbens ( )
3 editions published in 1999 in English and held by 14 WorldCat member libraries worldwide
Causal inference in retrospective studies by Paul W Holland ( Book )
1 edition published in 1987 in English and held by 9 WorldCat member libraries worldwide
Bayesian Data Analysis, Second Edition by Andrew Gelman ( )
1 edition published in 2003 in English and held by 9 WorldCat member libraries worldwide
Incorporating new and updated information, this second edition of THE bestselling text in Bayesian data analysis continues to emphasize practice over theory, describing how to conceptualize, perform, and critiques statistical analysis from a Bayesian perspective. Changes in the new edition include: added material on how Bayesian methods are connected to other approaches, stronger focus on MCMC, a chapter on further computation topics, more examples, and additional chapters on current models for Bayesian data analysis such as equation models amd generalized linear mixed models. The book is an i
Finding MLE of patterned covariance matrices by the EM algorithm by Donald B Rubin ( Book )
3 editions published in 1981 in English and held by 8 WorldCat member libraries worldwide
Transactional analysis of personality and environment by Lawrence A Previn ( )
in English and held by 7 WorldCat member libraries worldwide
Incomplete data in sample surveys ( Book )
3 editions published between 1982 and 1983 in English and held by 5 WorldCat member libraries worldwide
Some applications of Bayesian statistics to educational data by Donald B Rubin ( Book )
1 edition published in 1982 in English and held by 5 WorldCat member libraries worldwide
 
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Audience level: 0.71 (from 0.10 for Incomplete ... to 0.98 for Finding ML ...)
Alternative Names
Rubin, D. B.
Rubin, D. B. 1943-
Rubin, D. B. (Donald B.)
Rubin, D. B. (Donald B.), 1943-
Рубин, Д. Б 1943-
Languages
English (150)
Italian (1)
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