ENGLISH

Probability and statistics with R

By María Dolores , Arnholt , Alan T.; Militino , Ana F.; Ugarte

Book information

Publisher
CRC Press
Year
2016
ISBN
9781466504400, 1466504404
Language
english
Format
PDF
Filesize
14 MB (15199929 bytes)
Series
Chapman & Hall/CRC textbooks in computing.
Edition
Second edition.
Pages
0\967
Time added
2019-04-14 15:40:07
Probabilities -- Data processing;Statistics -- Dat

Description

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... 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.

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