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Probability and statistics with R

Since the publication of the popular first edition of this comprehensive textbook, the contributed R packages on CRAN have increased from around 1,000 to over 6,000. Designed for an intermediate undergraduate course, Probability and Statistics with R, Second Edition explores how some of these new pa...

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Bibliographic Details
Main Author: Ugarte, María Dolores (Author)
Other Authors: Militino, Ana F., Arnholt, Alan T.
Format: Book
Language:English
Published: Boca Raton CRC Press, Taylor & Francis Group [2016]
Edition:Second edition
Subjects:
Probabilities > Data processing
Statistics > Data processing
R (Computer program language)
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Table of Contents:
  • What Is R?
  • Exploring Data
  • General Probability and Random Variables
  • Univariate Probability Distributions
  • Multivariate Probability Distributions
  • Sampling and Sampling Distributions
  • Point Estimation
  • Confidence Intervals
  • Hypothesis Testing
  • Nonparametric Methods
  • Experimental Design
  • Regression
  • Appendix A: R Commands
  • Appendix B: Quadratic Forms and Random Vectors and Matrices

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