Introductory Statistics with R

R is an Open Source implementation of the S language. It works on multiple computing platforms and can be freely downloaded. R is now in widespread use for teaching at many levels as well as for practical data analysis and methodological development. This book provides an elementary-level introducti...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Dalgaard, Peter (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2008.
Edición:2nd ed. 2008.
Colección:Statistics and Computing,
Temas:
Probabilities.
Mathematical statistics-Data processing.
Bioinformatics.
Probability Theory.
Statistics and Computing.
Computational and Systems Biology.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Basics
  • The R environment
  • Probability and distributions
  • Descriptive statistics and graphics
  • One- and two-sample tests
  • Regression and correlation
  • Analysis of variance and the Kruskal-Wallis test
  • Tabular data
  • Power and the computation of sample size
  • Advanced data handling
  • Multiple regression
  • Linear models
  • Logistic regression
  • Survival analysis
  • Rates and Poisson regression
  • Nonlinear curve fitting.

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