Event History Analysis with R
-10%
portes grátis
Event History Analysis with R
Brostroem, Goeran
Taylor & Francis Ltd
11/2021
304
Dura
Inglês
9781138587717
15 a 20 dias
648
Descrição não disponível.
1. Event History and Survival Data
2. Single sample data
3. Proportional Hazards and Cox Regression
4. Explanatory Variables and Regression
5. Poisson Regression
6. More on Cox Regression
7. Register-Based Survival Data Models
8. Parametric Models
9. Multivariate survival models
10. Causality and Matching
11. Competing risks models
Appendix A. Basic statistical concepts
Appendix B. Survival distributions
Appendix C. A brief introduction to R
Appendix D. Survival packages in R
2. Single sample data
3. Proportional Hazards and Cox Regression
4. Explanatory Variables and Regression
5. Poisson Regression
6. More on Cox Regression
7. Register-Based Survival Data Models
8. Parametric Models
9. Multivariate survival models
10. Causality and Matching
11. Competing risks models
Appendix A. Basic statistical concepts
Appendix B. Survival distributions
Appendix C. A brief introduction to R
Appendix D. Survival packages in R
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Event History Analysis;Cox Regression;Data Set;survival analysis;Cumulative Hazard Functions;Hazard Function;Poisson regression;LRT;R;Accelerated Failure Time Models;parametric models;Proportional Hazards;causality;Cumulative Distribution Function;competing risks;Cumulative Hazards;reproducible research;Risk Set;Rstudio;Left Truncation;event survival analysis;Lexis Diagram;R package;Proportional Hazards Model;statistical computing environment;Baseline Cumulative Hazard;Baseline Hazard Function;Frailty Model;Cox Regression Model;Regression Model;Birth Intervals;Survival Functions;Aft;Martingale Residuals;Proportional Hazards Family;Gompertz Distribution
1. Event History and Survival Data
2. Single sample data
3. Proportional Hazards and Cox Regression
4. Explanatory Variables and Regression
5. Poisson Regression
6. More on Cox Regression
7. Register-Based Survival Data Models
8. Parametric Models
9. Multivariate survival models
10. Causality and Matching
11. Competing risks models
Appendix A. Basic statistical concepts
Appendix B. Survival distributions
Appendix C. A brief introduction to R
Appendix D. Survival packages in R
2. Single sample data
3. Proportional Hazards and Cox Regression
4. Explanatory Variables and Regression
5. Poisson Regression
6. More on Cox Regression
7. Register-Based Survival Data Models
8. Parametric Models
9. Multivariate survival models
10. Causality and Matching
11. Competing risks models
Appendix A. Basic statistical concepts
Appendix B. Survival distributions
Appendix C. A brief introduction to R
Appendix D. Survival packages in R
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Event History Analysis;Cox Regression;Data Set;survival analysis;Cumulative Hazard Functions;Hazard Function;Poisson regression;LRT;R;Accelerated Failure Time Models;parametric models;Proportional Hazards;causality;Cumulative Distribution Function;competing risks;Cumulative Hazards;reproducible research;Risk Set;Rstudio;Left Truncation;event survival analysis;Lexis Diagram;R package;Proportional Hazards Model;statistical computing environment;Baseline Cumulative Hazard;Baseline Hazard Function;Frailty Model;Cox Regression Model;Regression Model;Birth Intervals;Survival Functions;Aft;Martingale Residuals;Proportional Hazards Family;Gompertz Distribution
