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Books by Andrew Gelman
  | | Data Analysis Using Regression and Multilevel/Hierarchical Models(1st Edition) by Andrew Gelman, Jennifer Hill Paperback, 648 Pages, Published 2006 by Cambridge University Press ISBN-13: 978-0-521-68689-1, ISBN: 0-521-68689-X "Data Analysis Using Regression and Multilevel/Hierarchical Models is a comprehensive manual for the applied researcher who wants to perform data analysis using linear and nonlinear regression and multilevel models. The book introduces a wide variety of models, whilst at the same time instructing the reader in how to fit these models using available software packages. The book illustrates the concepts by working through scores of real da ..." |
 | | Regression and Other Stories (Analytical Methods for Social Research) by Andrew Gelman, Jennifer Hill, Aki Vehtari Paperback, 560 Pages, Published 2020 by Cambridge University Press ISBN-13: 978-1-107-67651-0, ISBN: 1-107-67651-7 "Most textbooks on regression focus on theory and the simplest of examples. Real statistical problems, however, are complex and subtle. This is not a book about the theory of regression. It is about using regression to solve real problems of comparison, estimation, prediction, and causal inference. Unlike other books, it focuses on practical issues such as sample size and missing data and a wide range of goals and techniques. It jumps ri ..." |
 | | Teaching Statistics(2nd Edition) A Bag of Tricks by Andrew Gelman, Deborah Nolan Paperback, 426 Pages, Published 2017 by Oxford University Press ISBN-13: 978-0-19-878570-5, ISBN: 0-19-878570-4 "Students in the sciences, economics, social sciences, and medicine take an introductory statistics course. And yet statistics can be notoriously difficult for instructors to teach and for students to learn. To help overcome these challenges, Gelman and Nolan have put together this fascinating and thought-provoking book. Based on years of teaching experience the book provides a wealth of demonstrations, activities, examples, and projects ..." |
 | | Bayesian Data Analysis, Third Edition(3rd Edition) (Chapman & Hall/CRC Texts in Statistical Science) by Andrew Gelman, John B. Carlin, Hal S. Stern, David B. Dunson, Aki Vehtari, Donald B. Rubin Hardcover, 675 Pages, Published 2013 by Chapman And Hall/Crc ISBN-13: 978-1-4398-4095-5, ISBN: 1-4398-4095-4 "Winner of the 2016 De Groot Prize from the International Society for Bayesian Analysis Now in its third edition, this classic book is widely considered the leading text on Bayesian methods, lauded for its accessible, practical approach to analyzing data and solving research problems. Bayesian Data Analysis, Third Edition continues to take an applied approach to analysis using up-to-date Bayesian methods. The authors―all leaders in the s ..." |
 | | Red State, Blue State, Rich State, Poor State Why Americans Vote the Way They Do - Expanded Edition by Andrew Gelman, David Park, Boris Shor, Jeronimo Cortina Paperback, 276 Pages, Published 2009 by Princeton University Press ISBN-13: 978-0-691-14393-4, ISBN: 0-691-14393-5 "On the night of the 2000 presidential election, Americans watched on television as polling results divided the nation's map into red and blue states. Since then the color divide has become symbolic of a culture war that thrives on stereotypes--pickup-driving red-state Republicans who vote based on God, guns, and gays; and elitist blue-state Democrats woefully out of touch with heartland values. With wit and prodigious number crunching, ..." |
 | | Bayesian Data Analysis, Second Edition(2nd Edition) (Chapman & Hall/CRC Texts in Statistical Science) by Andrew Gelman, Hal S. Stern, John B. Carlin, Donald B. Rubin, Jandrew Gelman Hardcover, 690 Pages, Published 2003 by Chapman And Hall/Crc ISBN-13: 978-1-58488-388-3, ISBN: 1-58488-388-X "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 critique statistical analyses from a Bayesian perspective. Its world-class authors provide guidance on all aspects of Bayesian data analysis and include examples of real statistical analyses, based on their o ..." |
 | | A Quantitative Tour of the Social Sciences(1st Edition) by Andrew Gelman, Jeronimo Cortina Paperback, 364 Pages, Published 2009 by Cambridge University Press ISBN-13: 978-0-521-68003-5, ISBN: 0-521-68003-4 "Social scientists become experts in their own disciplines but aren't always familiar with what is going on in neighboring fields. To foster a deeper understanding of the interconnection of the social sciences, economists should know where historical data come from, sociologists should know how to think like economists, political scientists would benefit from understanding how models are tested in psychology, historians should learn how ..." |
 | | Analytical Methods for Social Research Ser. Regression and Other Stories by Andrew Gelman, Jennifer Hill, Aki Vehtari 560 Pages, Published 2020 by Cambridge University Press ISBN-13: 978-1-107-02398-7, ISBN: 1-107-02398-X "Most textbooks on regression focus on theory and the simplest of examples. Real statistical problems, however, are complex and subtle. This is not a book about the theory of regression." |
 | | Teaching Statistics(1st Edition) A Bag of Tricks by Andrew Gelman, Deborah Ann Nolan Paperback, 316 Pages, Published 2002 by Oxford University Press ISBN-13: 978-0-19-857224-4, ISBN: 0-19-857224-7 "Students in the sciences, economics, psychology, social sciences, and medicine take introductory statistics. Statistics is increasingly offered at the high school level as well. However, statistics can be notoriously difficult to teach as it is seen by many students as difficult and boring, if not irrelevant to their subject of choice. To help dispel these misconceptions, Gelman and Nolan have put together this fascinating and thought- ..." |
 | | Applied Bayesian Modeling and Causal Inference from Incomplete-Data Perspectives(1st Edition) (Wiley Series in Probability and Statistics) by Andrew Gelman, Xiao-Li Meng, Donald B. Rubin, Gelman And Meng Hardcover, 440 Pages, Published 2004 by Wiley ISBN-13: 978-0-470-09043-5, ISBN: 0-470-09043-X "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. The book is dedicated to Professor Don Rubin (Harvard). Don Rubin has made fundamental contributions to the study of missing data. ..." |
 | | Chapman and Hall/CRC Handbooks of Modern Statistical Methods Handbook of Markov Chain Monte Carlo by Steve Brooks, Andrew Gelman, Galin Jones, Xiao-Li Meng 619 Pages, Published 2011 by Crc Press ISBN-13: 978-1-4200-7942-5, ISBN: 1-4200-7942-5 "... Boris Shor, Joe Bafumi, and Jeronimo Cortina). Andrew has done research on a wide range of topics, including: why it is rational to vote; why campaign polls are so variable when elections are so predictable; why redistricting is good for democracy; reversals of death sentences; police stops in New York City; the statistical challenges of estimating small effects; the probability that your vote will be decisive; seats and votes ..." |
 | | Sexual Assault and Sexual Harassment in the U.S. Military Estimates for Installation- and Command-Level Risk of Sexual Assault and Sexual Harassment ... 2014 RAND Military Workplace Study (Volume 5) by Andrew R. Morral, Terry L. Schell, Matthew Cefalu, Jessica Hwang, Andrew Gelman Paperback, 118 Pages, Published 2018 by Rand Corporation ISBN-13: 978-1-977400-51-2, ISBN: 1-977400-51-5 "The Department of Defense Sexual Assault Prevention and Response Office asked the RAND Corporation to conduct an assessment of the rates of sexual assault, sexual harassment, and gender discrimination in the U.S. military. This volume presents survey estimates of how risk of sexual assault and sexual harassment varies across military installations and major commands using data from the 2014 RAND Military Workplace Study." |
 | | Chapman and Hall/CRC Texts in Statistical Science Ser. Bayesian Data Analysis, Second Edition by Donald B. Rubin, Andrew Gelman, John B. Carlin, Hal S. Stern 696 Pages, Published 2003 by Crc Press ISBN-13: 978-1-4200-5729-4, ISBN: 1-4200-5729-4 "On the mathematical foundations of theoretical statistics. Philosophical Transactions of the ... Technometrics 29, 1−15. Geisser, S. (1986). Predictive analysis. In Encyclopedia of Statistical Sciences, Vol. 7, ed. S. Kotz, N.L. Johnson , and C.B. ..." |
 | | Data Analysis Using Regression and Multilevel/Hierarchical Models(1st Edition) by Andrew Gelman, Jennifer Hill Hardcover, 648 Pages, Published 2006 by Cambridge University Press ISBN-13: 978-0-521-86706-1, ISBN: 0-521-86706-1 "Data Analysis Using Regression and Multilevel/Hierarchical Models is a comprehensive manual for the applied researcher who wants to perform data analysis using linear and nonlinear regression and multilevel models. The book introduces a wide variety of models, whilst at the same time instructing the reader in how to fit these models using available software packages. The book illustrates the concepts by working through scores of real da ..." |
 | | Bayesian Data Analysis(1st Edition) (Chapman & Hall/CRC Texts in Statistical Science) by Andrew B. Gelman, Donald B. Rubin, Hal S. Stern, John B. Carlin Hardcover, 552 Pages, Published 1995 by Chapman And Hall/Crc ISBN-13: 978-0-412-03991-1, ISBN: 0-412-03991-5 |
 | | Handbook of Markov Chain Monte Carlo(1st Edition) (Chapman & Hall/CRC Handbooks of Modern Statistical Methods) by Steve Brooks, Xiao-Li Meng, Galin Jones, Andrew Gelman Hardcover, 619 Pages, Published 2011 by Chapman And Hall/Crc ISBN-13: 978-1-4200-7941-8, ISBN: 1-4200-7941-7 "Since their popularization in the 1990s, Markov chain Monte Carlo (MCMC) methods have revolutionized statistical computing and have had an especially profound impact on the practice of Bayesian statistics. Furthermore, MCMC methods have enabled the development and use of intricate models in an astonishing array of disciplines as diverse as fisheries science and economics. The wide-ranging practical importance of MCMC has sparked an expa ..." |
 | | 5(Reprint) Case Studies in Bayesian Statistics: Volume V (Lecture Notes in Statistics) by Constantine Gatsonis, Bradley Carlin, Alicia Carriquiry, Robert E. Kass, Isabella Verdinelli, Andrew Gelman, Mike West, Bradley Carling, Et Al. Editors, Bradley P. Carlin Paperback, 436 Pages, Published 2001 by Springer ISBN-13: 978-0-387-95169-0, ISBN: 0-387-95169-5 "The 5th Workshop on Case Studies in Bayesian Statistics was held at the Carnegie Mellon University campus on September 24-25, 1999. As in the past, the workshop featured both invited and contributed case studies. The former were presented and discussed in detail while the latter were presented in poster format. This volume contains the three invited case studies with the accompanying discussion as well as ten ..." |
 | | Teaching Statistics A Bag of Tricks by Andrew Gelman, Deborah Nolan 384 Pages, Published 2017 by Oxford University Press ISBN-13: 978-0-19-108864-3, ISBN: 0-19-108864-1 "A Bag of Tricks Andrew Gelman, Deborah Nolan. some issue (for example, whether the end-of-semester party should have pizza or Chinese food): what is the probability that any given student's vote is decisive in this choice? How can this probability be calculated? It is worth spending some time discussing it. A start is to assume that each student's vote is equally likely to go in either direction—in this case, the probability that 2 ..." |
 | | Teaching Statistics(2nd Edition) A Bag of Tricks by Andrew Gelman, Deborah Nolan Hardcover, 384 Pages, Published 2017 by Oxford University Press ISBN-13: 978-0-19-878569-9, ISBN: 0-19-878569-0 "Students in the sciences, economics, social sciences, and medicine take an introductory statistics course. And yet statistics can be notoriously difficult for instructors to teach and for students to learn. To help overcome these challenges, Gelman and Nolan have put together this fascinating and thought-provoking book. Based on years of teaching experience the book provides a wealth of demonstrations, activities, examples, and projects ..." |
 | | Bayesian Data Analysis, 3rd Edition (Special Indian Edition) by Andrew Gelman, Books Wagon Hardcover, Published 2016 by Crc Press ISBN-13: 978-1-138-62739-0, ISBN: 1-138-62739-9 "Now in its third edition, this classic book is widely considered the leading text on Bayesian methods, lauded for its accessible, practical approach to analyzing data and solving research problems. Bayesian Data Analysis, Third Edition continues to take an applied approach to analysis using up-to-date Bayesian methods. The authors-all leaders in the statistics community-introduce basic concepts from a data-analytic perspective before pr ..." |
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