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Basic Principles of Applied Medical Statistics A Practical Guide /

This book describes the basic principles of medical statistics. Although there are many texts on this topic, this one is different in that it limits the mathematics to an absolute minimum. It will therefore be extremely useful for non-mathematical researchers who need to use statistical methods in t...

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Detalles Bibliográficos
Autor principal: Twisk, Jos W. R. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Lenguaje:inglés
Publicado: Cham : Springer Nature Switzerland : Imprint: Springer, 2025.
Edición:1st ed. 2025.
Materias:
Biometry.
Sampling (Statistics).
Biostatistics.
Methodology of Data Collection and Processing.
Acceso en línea:https://doi.org/10.1007/978-3-031-86278-6
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Tabla de Contenidos:
  • - 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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