Missing Data Analysis in Practice (Chapman & Hall/CRC Interdisciplinary Statistics) - Tapa blanda

Libro 25 de 45: Chapman & Hall/CRC Interdisciplinary Statistics

Raghunathan, Trivellore

 
9780367737665: Missing Data Analysis in Practice (Chapman & Hall/CRC Interdisciplinary Statistics)
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ISBN 10: 0367737663 ISBN 13: 9780367737665
Editorial: Routledge, 2020

Sinopsis

Missing Data Analysis in Practice provides practical methods for analyzing missing data along with the heuristic reasoning for understanding the theoretical underpinnings. Drawing on his 25 years of experience researching, teaching, and consulting in quantitative areas, the author presents both frequentist and Bayesian perspectives. He describes easy-to-implement approaches, the underlying assumptions, and practical means for assessing these assumptions. Actual and simulated data sets illustrate important concepts, with the data sets and codes available online.

The book underscores the development of missing data methods and their adaptation to practical problems. It mainly focuses on the traditional missing data problem. The author also shows how to use the missing data framework in many other statistical problems, such as measurement error, finite population inference, disclosure limitation, combing information from multiple data sources, and causal inference.

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Acerca del autor

Trivellore Raghunathan is the director of the Survey Research Center in the Institute for Social Research and professor of biostatistics in the School of Public Health at the University of Michigan. He has published numerous papers in a range of statistical and public health journals. His research interests include applied regression analysis, linear models, design of experiments, sample survey methods, and Bayesian inference.

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Editorial
Routledge
Año de publicación
2020
Idioma
Inglés
ISBN 10 
0367737663
ISBN 13 
9780367737665
Encuadernación
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Número de edición
1
Número de páginas
232
Contacto del fabricante
no disponible
Persona responsable
no disponible

Otras ediciones populares con el mismo título

9781482211924: Missing Data Analysis in Practice (Chapman & Hall/CRC Interdisciplinary Statistics)

Edición Destacada

ISBN 10:  1482211920 ISBN 13:  9781482211924
Editorial: Chapman and Hall/CRC, 2015
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