dmsen: Density of a MSEN distribution

In SenTinMixt: Parsimonious Mixtures of MSEN and MTIN Distributions

Description

Density of a MSEN distribution

Usage

dmsen(x, mu = rep(0, d), Sigma, theta = Inf, formula = "direct")

Arguments

x	A data matrix with n rows and d columns, being n the number of data points and d the data the dimensionality.
mu	A vector of length d representing the mean value.
Sigma	A symmetric positive-definite matrix representing the scale matrix of the distribution.
theta	A number greater than 0 indicating the tailedness parameter.
formula	Method used to calculate the density: "direct", "indirect", "series".

Value

The value(s) of the density in x

References

Punzo A., and Bagnato L. (2020). Allometric analysis using the multivariate shifted exponential normal distribution. Biometrical Journal, 62(6), 1525-1543.

Examples

d <- 3
x <- matrix(rnorm(d*2), 2, d)
dmsen(x, mu = rep(0,d), Sigma = diag(d), theta = 0.4, formula = "direct")

SenTinMixt documentation built on Oct. 20, 2021, 9:07 a.m.