Book Image

Mastering Scientific Computing with R

Book Image

Mastering Scientific Computing with R

Overview of this book

Table of Contents (17 chapters)
Mastering Scientific Computing with R
Credits
About the Authors
About the Reviewers
www.PacktPub.com
Preface
Index

Probability distributions


R makes it very easy to plot and get statistical information on many probability distributions. For those who are not familiar with probability distributions, they are defined as a table or an equation that links each outcome of a statistical experiment with its probability of occurrence. A summary of many common probability distributions available in R is available in the following table:

Probability distribution

R name

Beta

beta

Binomial

binom

Cauchy

cauchy

Chi square

chisq

Exponential

exp

F

f

Gamma

gamma

Geometric

geom

Hypergeometric

hyper

Logistic

logis

Lognormal

lnorm

Negative Binomial

nbinom

Normal

norm

Poisson

pois

Student t

t

Uniform

unif

Tukey

tukey

Weibull

weib

Wilcoxon

wilcox

You can also get this summary in R by entering help("distributions"). For additional probability distributions, and the packages needed to load them, you can consult the CRAN distributions page at http://cran.r-project.org/web/views/Distributions...