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Book

Probability and Statistics with R

Book

Probability and Statistics with R

DOI link for Probability and Statistics with R

Probability and Statistics with R book

Probability and Statistics with R

DOI link for Probability and Statistics with R

Probability and Statistics with R book

Edition 2nd Edition
First Published 2015
eBook Published 17 September 2015
Pub. Location New York
Imprint Chapman and Hall/CRC
DOI https://doi.org/10.1201/b18682
Pages 983
eBook ISBN 9780429096143
Subjects Engineering & Technology, Mathematics & Statistics
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Arnholt, A.T., Militino, A.F., & Ugarte, M.D. (2015). Probability and Statistics with R. (2nd edition). Chapman and Hall/CRC, https://doi.org/10.1201/b18682

ABSTRACT

Cohesively Incorporates Statistical Theory with R ImplementationSince 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 o

TABLE OF CONTENTS

chapter 1|96 pages

- What Is R?

chapter 2|102 pages

- Exploring Data

chapter 3|50 pages

- General Probability and Random Variables

chapter 4|66 pages

- Univariate Probability Distributions

chapter 5|36 pages

- Multivariate Probability Distributions

chapter 6|54 pages

- Sampling and Sampling Distributions

chapter 7|48 pages

- Point Estimation

chapter 8|66 pages

- Confidence Intervals

chapter 9|68 pages

- Hypothesis Testing

chapter 10|110 pages

- Nonparametric Methods

chapter 11|84 pages

- Experimental Design

chapter 12|122 pages

- Regression

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