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Handling Missing Data in Social Research

Buch | Hardcover
320 Seiten
2025
Chapman & Hall/CRC (Verlag)
978-1-4398-7396-0 (ISBN)
67,30 inkl. MwSt
For social scientists, it is often confusing how to determine when missing data is a problem in analyses and how to handle it. This book presents a comprehensive overview of the available methods, focusing on which method should be used for specific problems. It features numerous real and simulated data examples to illustrate how the methods can be applied once the appropriate technique has been determined. It also includes exercises, computer-based problems, and suggestions for further reading. R code and the data sets are available on the book’s website.

Introduction. Simulation Design. Data-Based Solutions: Listwise Deletion. Data-Based Solutions: Mean/Mode Imputation. Data-Based Solutions: Regression-Based Imputation. Data-Based Solutions: Multiple Imputation. Method/Model-Based Solutions: EM Algorithms.

Erscheint lt. Verlag 31.8.2025
Reihe/Serie Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences
Zusatzinfo 50 Illustrations, black and white
Sprache englisch
Maße 156 x 234 mm
Themenwelt Mathematik / Informatik Mathematik Computerprogramme / Computeralgebra
Sozialwissenschaften Soziologie Empirische Sozialforschung
ISBN-10 1-4398-7396-8 / 1439873968
ISBN-13 978-1-4398-7396-0 / 9781439873960
Zustand Neuware
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