Applied Linear Regression for Longitudinal Data
Applied Linear Regression for Longitudinal Data: With an Emphasis on Missing Observations
English | 2023 | ISBN: 0367634317 | 249 Pages | PDF (True) | 4 MB
English | 2023 | ISBN: 0367634317 | 249 Pages | PDF (True) | 4 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. Key features include the following: