Basic Principles of Applied Medical Statistics
Basic Principles of Applied Medical Statistics
A Practical Guide
Twisk, Jos W. R.
Springer International Publishing AG
05/2025
268
Dura
Inglês
9783031862779
Pré-lançamento - envio 15 a 20 dias após a sua edição
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- 1. Introduction.- 2. Descriptive Statistics.- 3. Basic Principles of Explanatory Statistics.- 4. The Analysis of a Continuous Outcome Variable.- 5. The Analysis of a Dichotomous Outcome Variable.- 6. The Analysis of Survival Data.- 7. Multiple Regression Analysis - Association Models and Prediction Models.- 8. Machine Learning.- 9. Other Outcome Variables.- 10. Missing Data.- 11. Pitfalls in (Multiple) Regression Analysis.- 12. Miscellaneous.- 13. Overview.- 14. Example Datasets.
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Linear Regression Analysis;Cox Regression Analysis,;Machine Learning;Confounding and Effect Modification;Logistic Regression Analysis;Multiple Regression Analysis;Descriptive Statistics;Probability Distributions;Survival Analysis;Association Models;Prediction Models;Missing Data
- 1. Introduction.- 2. Descriptive Statistics.- 3. Basic Principles of Explanatory Statistics.- 4. The Analysis of a Continuous Outcome Variable.- 5. The Analysis of a Dichotomous Outcome Variable.- 6. The Analysis of Survival Data.- 7. Multiple Regression Analysis - Association Models and Prediction Models.- 8. Machine Learning.- 9. Other Outcome Variables.- 10. Missing Data.- 11. Pitfalls in (Multiple) Regression Analysis.- 12. Miscellaneous.- 13. Overview.- 14. Example Datasets.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.