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Probability with R : an introduction with computer science applications /

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Bibliographic Details
Main Author: Horgan, Jane M., 1947- (Author)
Corporate Author: ProQuest (Firm)
Format: eBook
Language:English
Published: Hoboken, NJ, USA : John Wiley & Sons, Inc., 2020.
Edition:Second edition.
Subjects:
Computer science > Mathematics.
Probabilities.
R (Computer program language)
Electronic books.
Online Access:Connect to the full text of this electronic book
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.