Applied Linear Regression for Longitudinal Data

Applied Linear Regression for Longitudinal Data

With an Emphasis on Missing Observations

Tan, Frans E.S.; Jolani, Shahab

Taylor & Francis Ltd

12/2022

226

Dura

Inglês

9780367634315

15 a 20 dias

616

Descrição não disponível.
1. Scientific Framework of Data Analysis 2. Revisiting and Shortcomings of Standard Linear Regression Models 3. An Introduction to the Analysis of Longitudinal Data 4. Model Building for Longitudinal Data Analysis 5. Analysis of a Pre/Post Measurement Design 6. Analysis of Longitudinal Life-Event Studies 7. Analysis of Longitudinal Experimental Studies
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Linear Regression;Data Analysis;Longitudinal Data Analysis;Multiple Imputation;Behavioral Sciences;MAR Assumption;SPSS System File;Missing Data Mechanism;ANCOVA Approach;Missing Observations;Imputation Models;Missing Data;Random Intercept Model;Variance Covariance Structure;MCAR Mechanism;MNAR Scenario;Tau Group;Proximity Score;ANCOVA Model;MCAR Assumption;Pattern Mixture Models;Random Effects Models;RS Model;Stochastic Regression Imputation;MAR Mechanism;Proximity Study;Gain Score Analysis;OLS Method;Reference Time Point