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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Bibliographic Details
Main Author Horgan, Jane M., 1947- (Author)
Format Electronic eBook
LanguageEnglish
Published Hoboken, NJ : Wiley, 2020.
EditionSecond edition.
Subjects
Computer science > Mathematics.
Probabilities.
R (Computer program language)
elektronické knihy
electronic books
Online AccessFull text
ISBN9781119536925
1119536928
9781119536963
1119536960
9781119536987
1119536987
1119536944
9781119536949
Physical Description1 online resource

Cover

Table of Contents:
  • 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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