Probability and statistics with R 2nd edition by Maria Dolores Ugarte, Ana Militino, Alan Arnholt – Ebook PDF Instant Download/Delivery: 1040059500 9781040059500
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Product details:
ISBN 10: 1040059500
ISBN 13: 9781040059500
Author: Maria Dolores Ugarte, Ana Militino, Alan Arnholt
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.
Probability and statistics with R 2nd Table of contents:
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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Tags: Maria Dolores Ugarte, Ana Militino, Alan Arnholt, Probability and statistics