Probability and statistics with R
著者
書誌事項
Probability and statistics with R
CRC Press, c2016
2nd ed
- : hardback
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内容説明・目次
内容説明
Cohesively Incorporates Statistical Theory with R Implementation
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.
New to the Second Edition
Improvements to existing examples, problems, concepts, data, and functions
New examples and exercises that use the most modern functions
Coverage probability of a confidence interval and model validation
Highlighted R code for calculations and graph creation
Gets Students Up to Date on Practical Statistical Topics
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.
Web Resources
A supplementary website offers solutions to odd exercises and templates for homework assignments while the data sets and R functions are available on CRAN.
目次
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.
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