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Автор: Frans E.S. Tan, Shahab Jolani
Издательство: CRC Press
Год: 2022
Страниц: 249
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB
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. The book’s companion website offers a manual to perform the analyses in SPSS and R. Although the theory is explained independently of any statistical package, SPSS and R were mainly used to produce tables and figures. We also provide data files in the SPSS system-file format that may be used (not necessarily in SPSS) when working on the assignments.