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Missing Values Analysis and Data Imputation (Statistical Associates Blue Book Series 36)

Author G. David Garson
Publisher Statistical Associates Publishers
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Book Details
ISBN / ASINB00B0N2W34
ISBN-13978B00B0N2W37
Sales Rank618,046
MarketplaceUnited States 🇺🇸

Description

An illustrated tutorial and introduction to missing values analysis and data imputtion using SPSS, SAS, and Stata. Suitable for introductory graduate-level study.

The 2015 edition is a major update to the 2012 edition. Among the new features are these:

* Was 40 pages with 25 figures, now 113 pages with 51 figures
* Now covers Stata and SAS as well as SPSS
* Totally revised throughout
* New coverage comparing MI and EM estimation methods
* New coverage on testing for MI convergence
* New coverage on exploratory testing for missing at random
* New section on when MI should not be used
* Twelve FAQ sections
* Links to all datasets used in the text.