دانلود کتاب رگرسیون خطی اعمال شده برای داده های طولی

This book introduces best practices in longitudinal data analysis at an inter-mediate level, with a minimum number of formulas without sacrificing depths. It meets the need to understand statistical concepts of longitudinal data analysis by visualising important techniques instead of using abstract mathematical formulas. Different solutions such as multiple imputation are explained conceptually, and consequences of missing observations are clari-fied using visualisation techniques. Key features include the following: • Provides datasets and examples online • Gives state-of-the-art methods of dealing with missing observations in a nontechnical way with a special focus on sensitivity analysis • Conceptualises the analysis of comparative (experimental and obser-vational) studies It is the ideal companion for researchers and students in epidemiological, health, and social and behavioural sciences working with longitudinal stud-ies without a mathematical background.