Flexible Imputation of Missing Data (Chapman & Hall/CRC Interdisciplinary Statistics) by Stef van Buuren
Flexible Imputation of Missing Data (Chapman & Hall/CRC Interdisciplinary Statistics) by Stef van Buuren PDF, ePub eBook D0wnl0ad
Missing data form a problem in every scientific discipline, yet the techniques required to handle them are complicated and often lacking. One of the great ideas in statistical science—multiple imputation—fills gaps in the data with plausible values, the uncertainty of which is coded in the data itself. It also solves other problems, many of which are missing data problems in disguise.
Flexible Imputation of Missing Data is supported by many examples using real data taken from the author's vast experience of collaborative research, and presents a practical guide for handling missing data under the framework of multiple imputation. Furthermore, detailed guidance of implementation in R using the author’s package MICE is included throughout the book.
Assuming familiarity with basic statistical concepts and multivariate methods, Flexible Imputation of Missing Data is intended for two audiences:
- (Bio)statisticians, epidemiologists, and methodologists in the social and health sciences
- Substantive researchers who do not call themselves statisticians, but who possess the necessary skills to understand the principles and to follow the recipes
This graduate-tested book avoids mathematical and technical details as much as possible: formulas are accompanied by a verbal statement that explains the formula in layperson terms. 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. The analyses can be replicated in R using a dedicated package developed by the author.
From reader reviews:
James Roberts:
Book is to be different for every grade. Book for children till adult are different content. As we know that book is very important for people. The book Flexible Imputation of Missing Data (Chapman & Hall/CRC Interdisciplinary Statistics) has been making you to know about other information and of course you can take more information. It is very advantages for you. The e-book Flexible Imputation of Missing Data (Chapman & Hall/CRC Interdisciplinary Statistics) is not only giving you much more new information but also for being your friend when you feel bored. You can spend your current spend time to read your e-book. Try to make relationship using the book Flexible Imputation of Missing Data (Chapman & Hall/CRC Interdisciplinary Statistics). You never sense lose out for everything in the event you read some books.
Laura Crabtree:
Many people spending their period by playing outside using friends, fun activity along with family or just watching TV the entire day. You can have new activity to invest your whole day by examining a book. Ugh, do you consider reading a book can actually hard because you have to bring the book everywhere? It fine you can have the e-book, getting everywhere you want in your Touch screen phone. Like Flexible Imputation of Missing Data (Chapman & Hall/CRC Interdisciplinary Statistics) which is obtaining the e-book version. So , try out this book? Let's find.
Kimberly Foley:
As a student exactly feel bored in order to reading. If their teacher requested them to go to the library in order to make summary for some guide, they are complained. Just little students that has reading's internal or real their leisure activity. They just do what the educator want, like asked to go to the library. They go to generally there but nothing reading critically. Any students feel that looking at is not important, boring in addition to can't see colorful pics on there. Yeah, it is being complicated. Book is very important to suit your needs. As we know that on this age, many ways to get whatever we really wish for. Likewise word says, many ways to reach Chinese's country. Therefore this Flexible Imputation of Missing Data (Chapman & Hall/CRC Interdisciplinary Statistics) can make you feel more interested to read.
Read Flexible Imputation of Missing Data (Chapman & Hall/CRC Interdisciplinary Statistics) by Stef van Buuren for online ebook
Flexible Imputation of Missing Data (Chapman & Hall/CRC Interdisciplinary Statistics) by Stef van Buuren Free PDF d0wnl0ad, audio books, books to read, good books to read, cheap books, good books, online books, books online, book reviews epub, read books online, books to read online, online library, greatbooks to read, PDF best books to read, top books to read Flexible Imputation of Missing Data (Chapman & Hall/CRC Interdisciplinary Statistics) by Stef van Buuren books to read online.
No comments:
Post a Comment