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Missing Data Analysis in Practice
Engelsk
Bogcover for Missing Data Analysis in Practice af Trivellore Raghunathan, 9780367737665
Specifikationer
Sprog:
Engelsk
Sider:
210
ISBN-13:
9780367737665
Indbinding:
Paperback
ISBN-10:
0367737663
Kategori:
Udg. Dato:
18 dec 2020
Størrelse i cm:
15,6 x 23,4 x 1,7
Oplagsdato:
18 dec 2020
Forfatter(e):

Missing Data Analysis in Practice

Engelsk
Paperback 2020
Format:

Bog beskrivelse

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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Specifikationer
Sprog:
Engelsk
Sider:
210
ISBN-13:
9780367737665
Indbinding:
Paperback
ISBN-10:
0367737663
Kategori:
Udg. Dato:
18 dec 2020
Størrelse i cm:
15,6 x 23,4 x 1,7
Oplagsdato:
18 dec 2020
Forfatter(e):
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