It also solves other problems, many of which are missing data problems in disguise. Missing data form a problem in every scientific discipline, yet the techniques required to handle them are complicated and often lacking. Furthermore, detailed guidance of implementation in R using the author’s package MICE is included throughout the book. The analyse
- Title : Flexible Imputation of Missing Data (Chapman & Hall/CRC Interdisciplinary Statistics)
- Author : Stef van Buuren
- Rating : 4.70 (753 Vote)
- Publish : 2015-8-18
- Format : Hardcover
- Pages : 342 Pages
- Asin : 1439868247
- Language : English
It also solves other problems, many of which are missing data problems in disguise. Missing data form a problem in every scientific discipline, yet the techniques required to handle them are complicated and often lacking. Furthermore, detailed guidance of implementation in R using the author’s package MICE is included throughout the book. The analyses can be replicated in R using a dedicated package developed by the author.. Readers less concerned with the theoretical underpinnings will be able to pick up the general idea, and technical material is available for those who desire deeper understanding. Assuming familiarity with basic statistical concepts and multivariate methods, Flexible Imputation of Missing Data is intended for two audiences:- (Bio)statisticians, epidemiologists, and metSure, they are looking for Ben, but there is a lot of focus on the mother. After so many years in the APS, AAAS, NAS, NAE, RNAS, etc., he offers exciting perspectives into these topics that are not so commonly discussed since the Cold War ended.Weinberg's incredible life is well documented in this book, and his optimism that nuclear technology will rise again is inspiring on a very personal level for me (a reactor designer). Bravo!. As someone who is vexed with missing and censored data, this text on flexible imputation is a well organized and clear exposition of the subject.. Bipolar disorder is a life-threatening condition. Flint said he would marry the first woman he saw, he did not count on her being stubborn and gorgeous. Its then that he discovers to his outrage she is a Vampire. But more than that--it is also full of actionable, helpful information that can help anyone--from alcoholics to those who know someone who suffers from it.Scott Stevens has that rare talent to use his writing in "stabbing you in the heart"--you feel the truth, the honesty, and intensity of what he says, and you will immediately feel it right in the first few pages. "This is a very informative look at alcoholism, and the symptoms of relapse. "What do you want to do leave it in the bombs". Rachel allows Ben to run ahead toward the swings he is looking forward to playing on, butFinally, the code examples provide a reassuring companion to the user of the mice software package."Biometrical Journal, 2014"This book would be well suited as a textbook, especially at the graduate level, possibly for biostatisticians, epidemiologists, or applied scientists and users of statistical methodology. At each step, R code is shown and illustrations visually show the effects of different approaches. Jank, Journal of the American Statistical Association, June 2013"From the first lines of Chapter 1 throughout the entire monograph, the author presents numerous R language codes, so the book also serves as a good introduction to R. …a very enjoyable read, andat least in my opinionit is a book that belongs on everyone’s shel
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