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Probability and statistics with R

Author: María Dolores Ugarte; Ana F Militino; Alan T Arnholt
Publisher: Boca Raton : CRC Press, Taylor & Francis Group, [2016] ©2016
Series: Chapman & Hall/CRC textbooks in computing.
Edition/Format:   Print book : English : Second editionView all editions and formats
Summary:
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  Read more...
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Document Type: Book
All Authors / Contributors: María Dolores Ugarte; Ana F Militino; Alan T Arnholt
ISBN: 9781466504394 1466504390
OCLC Number: 902987031
Notes: "A Chapman & Hall book."
Description: xxxiii, 949 pages : illustrations ; 27 cm.
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.
Series Title: Chapman & Hall/CRC textbooks in computing.
Responsibility: María Dolores Ugarte, Public University of Navarre, Pamplona, Navarre, Spain, Ana F. Militino, Public University of Navarre, Pamplona, Navarre, Spain, and Alan T. Arnholt, Appalachian State University, Boone, North Carolina, USA.

Abstract:

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.--

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Praise for the First Edition: "This book covers a wide range of topics in both theoretical and applied statistics ... Detailed executable codes and codes to generate the figures in each chapter are Read more...

 
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