View source: R/cauchy_distribution.R
| cauchy_distribution | R Documentation |
Functions to compute the probability density function, cumulative distribution function, and quantile function for the Cauchy distribution.
cauchy_distribution(location = 0, scale = 1)
cauchy_pdf(x, location = 0, scale = 1)
cauchy_lpdf(x, location = 0, scale = 1)
cauchy_cdf(x, location = 0, scale = 1)
cauchy_lcdf(x, location = 0, scale = 1)
cauchy_quantile(p, location = 0, scale = 1)
location |
location parameter (default is 0) |
scale |
scale parameter (default is 1) |
x |
quantile |
p |
probability (0 <= p <= 1) |
A single numeric value with the computed probability density, log-probability density, cumulative distribution, log-cumulative distribution, or quantile depending on the function called.
Boost Documentation for more details on the mathematical background.
# Cauchy distribution with location = 0, scale = 1
dist <- cauchy_distribution(0, 1)
# Apply generic functions
cdf(dist, 0.5)
logcdf(dist, 0.5)
pdf(dist, 0.5)
logpdf(dist, 0.5)
hazard(dist, 0.5)
chf(dist, 0.5)
median(dist)
mode(dist)
range(dist)
quantile(dist, 0.2)
support(dist)
# Convenience functions
cauchy_pdf(0)
cauchy_lpdf(0)
cauchy_cdf(0)
cauchy_lcdf(0)
cauchy_quantile(0.5)
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