Probability with R : an introduction with computer science applications /

"This self-contained book integrates the use of computers with introductory probability and R, and all new ideas are introduced and illustrated using real computer-related examples. R, the widely-popular software, is not only used as a tool for calculation and data analysis, but also to illustr...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Horgan, Jane M., 1947- (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Hoboken, NJ : Wiley, 2020.
Edición:Second edition.
Temas:
Computer science > Mathematics.
Probabilities.
R (Computer program language)
Probability
Informatique > Mathématiques.
Probabilités.
R (Langage de programmation)
probability.
Computer science > Mathematics
Probabilities
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Basics of R
  • Summarizing statistical data
  • Graphical displays
  • Probability basics
  • Rules of probability
  • Conditional probability
  • Posterior probability and Bayes
  • Reliability
  • Introduction to discrete distributions
  • The geometric distribution
  • The binomial distribution
  • The hypergeometric distribution
  • The Poisson distribution
  • Sampling inspection schemes
  • Introduction to continuous distributions
  • The exponential distribution
  • Queues
  • The normal distribution
  • Process control
  • The inequalities of Markov and Chebyshev.

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