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Applied Linear Regression for Longitudinal Data: With an Emphasis on Missing Observations
Hardcover
Series: Chapman & Hall/CRC Texts in Statistical Science
Medical ReferenceProbability & Statistics
ISBN13: 9780367634315
Publisher: CRC Press
Published: Dec 9 2022
Pages: 226
Weight: 1.16
Height: 0.63 Width: 6.14 Depth: 9.21
Language: English
This book introduces best practices in longitudinal data analysis at intermediate level, with a minimum number of formulas without sacrificing depths. It meets the need to understand statistical concepts of longitudinal data analysis by visualizing important techniques instead of using abstract mathematical formulas. Different solutions such as multiple imputation are explained conceptually and consequences of missing observations are clarified using visualization techniques. Key features include the following:
- Provides datasets and examples online
- Gives state-of-the-art methods of dealing with missing observations in a non-technical way with a special focus on sensitivity analysis
- Conceptualises the analysis of comparative (experimental and observational) studies
It is the ideal companion for researchers and students in epidemiological, health, and social and behavioral sciences working with longitudinal studies without a mathematical background.
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