Advanced statistics with applications in R /

Advanced Statistics with Applications in R fills the gap between several excellent theoretical statistics textbooks and many applied statistics books where teaching reduces to using existing packages. This book looks at what is under the hood. Many statistics issues including the recent crisis with...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Demidenko, Eugene, 1948- (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Hoboken, NJ : Wiley, 2020.
Colección:Wiley series in probability and statistics
Temas:
Mathematical statistics > Data processing > Problems, exercises, etc.
Statistics > Data processing > Problems, exercises, etc.
R (Computer program language)
Statistique mathématique > Informatique > Problèmes et exercices.
Statistique > Informatique > Problèmes et exercices.
R (Langage de programmation)
MATHEMATICS > Probability & Statistics > General.
Mathematical statistics > Data processing.
Statistics > Data processing.
Problems and exercises.
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Discrete random variables
  • Continuous random variables
  • Multivariate random variables
  • Important fistributions in statistics
  • Preliminary data analysis and visualization
  • Parameter estimation
  • Hypothesis testing and confidence interval
  • Linear model and its extensions
  • Nonlinear regression
  • Appendices.

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