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" Probability and statistics with R / "
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.
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BL
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| Record Number
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850126
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| Main Entry
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Ugarte, María Dolores.
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| Title & Author
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Probability and statistics with R /\ 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.
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| Edition Statement
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Second edition.
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| Publication Statement
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Boca Raton :: CRC Press, Taylor & Francis Group,, [2016]
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, ©2016
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| Series Statement
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Chapman & Hall/CRC textbooks in computing
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1 online resource.
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| ISBN
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1466504404
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: 9781466504400
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1466504390
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9781466504394
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| Notes
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"A Chapman & Hall book."
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| Bibliographies/Indexes
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Includes bibliographical references and index.
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| Contents
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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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| Abstract
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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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| Subject
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Probabilities-- Data processing.
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R (Computer program language)
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Statistics-- Data processing.
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MATHEMATICS-- Applied.
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MATHEMATICS-- Probability Statistics-- General.
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Probabilities-- Data processing.
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R (Computer program language)
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Statistics-- Data processing.
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| Dewey Classification
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519.50285/5133
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| LC Classification
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QA273.19.E4U53 2016
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| Added Entry
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Arnholt, Alan T.
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Militino, Ana F.
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