Probability and statistics with R

✍ Scribed by Arnholt, Alan T.; Militino, Ana F.; Ugarte, María Dolores

• Publisher: CRC Press
• Year: 2016
• Tongue: English
• Leaves: 967
• Series: Chapman & Hall/CRC textbooks in computing.
• Edition: Second edition.
• Category: Library

✦ Synopsis

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 packages make analysis easier and more intuitive as well as create more visually pleasing graphs. Keeping pace with today's statistical landscape, this textbook expands your students' knowledge of the practice of statistics. It effectively links statistical concepts with R procedures, empowering students to solve a vast array of real statistical problems with R.--  Read more...

✦ Table of Contents

1. What Is R? --
   2. Exploring Data --
   3. General Probability and Random Variables --
   4. Univariate Probability Distributions --
   5. Multivariate Probability Distributions --
   6. Sampling and Sampling Distributions --
   7. Point Estimation --
   8. Confidence Intervals --
   9. Hypothesis Testing --
   10. Nonparametric Methods --
   11. Experimental Design --
   12. Regression.

✦ Subjects

Probabilities -- Data processing;Statistics -- Data processing;R (Computer program language);MATHEMATICS -- Applied;MATHEMATICS -- Probability & Statistics -- General