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 ...
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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.
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Add this copy of Applied Multiple Imputation: Advantages, Pitfalls, New to cart. $65.75, new condition, Sold by Ingram Customer Returns Center rated 5.0 out of 5 stars, ships from NV, USA, published 2021 by Springer.
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New. Print on demand Trade paperback (US). Glued binding. 292 p. Contains: Unspecified, Illustrations, black & white, Illustrations, color, Tables, color. Statistics for Social and Behavioral Sciences.
Add this copy of Applied Multiple Imputation: Advantages, Pitfalls, New to cart. $84.82, new condition, Sold by Ria Christie Books rated 4.0 out of 5 stars, ships from Uxbridge, MIDDLESEX, UNITED KINGDOM, published 2021 by Springer.
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New. Trade paperback (US). Glued binding. 292 p. Contains: Unspecified, Illustrations, black & white, Illustrations, color, Tables, color. Statistics for Social and Behavioral Sciences.
Add this copy of Applied Multiple Imputation: Advantages, Pitfalls, New to cart. $95.22, good condition, Sold by Bonita rated 4.0 out of 5 stars, ships from Santa Clarita, CA, UNITED STATES, published 2021 by Springer.
Add this copy of Applied Multiple Imputation: Advantages, Pitfalls, New to cart. $103.32, new condition, Sold by Ingram Customer Returns Center rated 5.0 out of 5 stars, ships from NV, USA, published 2020 by Springer.
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New. Print on demand Sewn binding. Cloth over boards. 292 p. Contains: Unspecified, Illustrations, black & white, Illustrations, color, Tables, color. Statistics for Social and Behavioral Sciences.
