My Wish Lists Login / Join

Applied Multiple Imputation

Advantages, Pitfalls, New Developments and Applications in R

By: Kristian Kleinke, Jost Reinecke, Daniel SalfrÃ¡n

Write A Review

Hardcover | 1 March 2020

At a Glance

Hardcover
306 Pages

Dimensions(cm)
23.39 x 15.6 x 1.91

Hardcover

$252.75

or 4 interest-free payments of $63.19 with

Ships in 10 to 15 business days

This book explores missing data techniques and provides a detailed and easy-to-read introduction to multiple imputation, covering the theoretical aspects of the topic and offering hands-on help with the implementation. It discusses the pros and cons of various techniques and concepts, including multiple imputation quality diagnostics, an important topic for practitioners. It also presents current research and new, practically relevant developments in the field, and demonstrates the use of recent multiple imputation techniques designed for situations where distributional assumptions of the classical multiple imputation solutions are violated. In addition, the book features numerous practical tutorials for widely used R software packages to generate multiple imputations (norm, pan and mice). The provided R code and data sets allow readers to reproduce all the examples and enhance their understanding of the procedures. This book is intended for social and health scientists and other quantitative researchers who analyze incompletely observed data sets, as well as master's and PhD students with a sound basic knowledge of statistics.

Industry Reviews

"This is an interesting book encouraging the application of the content presented." (Maria de Ridder, ISCB News, iscb.info, Issue 70, December, 2020)

Shipping

	Standard Shipping	Express Shipping
Metro postcodes:	$9.99	$14.95
Regional postcodes:	$9.99	$14.95
Rural postcodes:	$9.99	$14.95

Orders over $79.00 qualify for free shipping.

How to return your order

At Booktopia, we offer hassle-free returns in accordance with our returns policy. If you wish to return an item, please get in touch with Booktopia Customer Care.

Additional postage charges may be applicable.