Applied Linear Regression for Longitudinal Data
portes grátis
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
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
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
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
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
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