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TitleProbability and statistics with R
Author Maria 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
ImprintBoca Raton : CRC Press/Taylor & Francis Group, [2016]
Edition Second edition
Descript xxxiii, 949 pages : illustrations ; 27 cm


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.-- Provided by publisher


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

Probabilities -- Data processing Statistics -- Data processing R (Computer program language)

Science LibraryQA273.19.E4 P962u 2016CHECK SHELVES

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