dlunif: The Log Uniform Distribution

In KScorrect: Lilliefors-Corrected Kolmogorov-Smirnov Goodness-of-Fit Tests

Description

Density, distribution function, quantile function and random generation for the log uniform distribution in the interval from min to max. Parameters must be raw values (not log-transformed) and will be log-transformed using specified base.

Usage

dlunif(x, min, max, base = exp(1))

plunif(q, min, max, base = exp(1))

qlunif(p, min, max, base = exp(1))

rlunif(n, min, max, base = exp(1))

Arguments

x	Vector of quantiles.
min	Lower limit of the distribution, in raw (not log-transformed) values. Negative values will give warning.
max	Upper limit of the distribution, in raw (not log-transformed) values. Negative values will give warning.
base	The base to which logarithms are computed. Defaults to e=exp(1). Must be a positive number.
q	Vector of quantiles.
p	Vector of probabilities.
n	Number of observations.

Details

A log uniform (or loguniform or log-uniform) random variable has a uniform distribution when log-transformed.

Value

dlunif gives the density, plunif gives the distribution function, qlunif gives the quantile function, and rlunif generates random numbers.

Note

Parameters min, max must be provided as raw (not log-transformed) values and will be log-transformed using base. In other words, when log-transformed, a log uniform random variable with parameters min=a and max=b is uniform over the interval from log(a) to log(b).

Author(s)

Steve Wang [e-mail]

See Also

Distributions for other standard distributions

Examples

plot(1:100, dlunif(1:100, exp(1), exp(10)), type="l", main="Loguniform density")
plot(log(1:100), dlunif(log(1:100), log(1), log(10)), type="l",
     main="Loguniform density")

plot(1:100, plunif(1:100, exp(1), exp(10)), type="l", main="Loguniform cumulative")
plot(qlunif(ppoints(100), exp(1), exp(10)), type="l", main="Loguniform quantile")

hist(rlunif(1000, exp(1), exp(10)), main="random loguniform sample")
hist(log(rlunif(10000, exp(1), exp(10))), main="random loguniform sample")
hist(log(rlunif(10000, exp(1), exp(10), base=10), base=10), main="random loguniform sample")

KScorrect documentation built on July 4, 2019, 1:02 a.m.