Description: 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 onlineGives state-of-the-art methods of dealing with missing observations in a non-technical way with a special focus on sensitivity analysisConceptualises 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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Location: Hillsdale, NSW
End Time: 2024-11-09T00:05:56.000Z
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EAN: 9780367634315
UPC: 9780367634315
ISBN: 9780367634315
MPN: N/A
Format: Hardback, 226 pages
Author: Tan, Frans E. S.
Item Height: 1.6 cm
Item Length: 23.4 cm
Item Weight: 0.62 kg
Item Width: 15.6 cm
Language: Eng
Publication Name: N/A
Publisher: CRC Press
Type: N/A
