Maria Dolores Ugarte, Ana F. Militino, Alan T. Arnholt

Probability and Statistics with R (eBook, PDF)

• Format: PDF

Produktbeschreibung

Since the publication of the popular first edition, the contributed R packages on CRAN have increased from around 1,000 to over 6,000. This second edition explores how some of these new packages make analysis easier and more intuitive as well as create more visually pleasing graphs. Along with adding new examples and exercises, this edition improves the existing examples, problems, concepts, data, and functions. Data sets, R functions, and more are available online.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 983
• Erscheinungstermin: 21. Juli 2015
• Englisch
• ISBN-13: 9781466504400
• Artikelnr.: 57076955

Autorenporträt

Maria Dolores Ugarte is a professor of statistics in the Department of Statistics and Operations Research at the Public University of Navarre (UPNA). She is an associate editor of Statistical Modelling, TEST, and Computational Statistics and Data Analysis and an editorial board member of Spatial and Spatio-temporal Epidemiology. She received a rating of "Excellent Teacher" from UPNA in 2008 and the INNOLEC Lectureship Award from Masaryk University in 2007. She earned a PhD in statistics from UPNA and completed her postdoctoral training in the Department of Mathematics and Statistics at Simon Fraser University.

Ana F. Militino is a professor of statistics at the Public University of Navarre. She is co-editor in chief of TEST, official journal of the Spanish Society of Statistics and Operations Research. She received the John Griffiths teaching award in 2011 and was a visiting researcher at Oxford University and Simon Fraser University. She earned a PhD in statistics from the University of Extremadura.

Alan T. Arnholt is a professor in the Department of Mathematical Sciences at Appalachian State University, where he has taught undergraduate and graduate statistics since 1993. He earned a PhD in applied statistics from the University of Northern Colorado.

Inhaltsangabe

What Is R? Exploring Data. General Probability and Random Variables.
Univariate Probability Distributions. Multivariate Probability
Distributions. Sampling and Sampling Distributions. Point Estimation.
Confidence Intervals. Hypothesis Testing. Nonparametric Methods.
Experimental Design. Regression.