mnntssimulation: MNNTS density simulation function

In CircNNTSR: Statistical Analysis of Circular Data using Nonnegative Trigonometric Sums (NNTS) Models

MNNTS density simulation function

Description

Simulation for the density function for the MNNTS model

Usage

mnntssimulation(nsim=1, cpars = 1/(2 * pi), M = c(0,0), R=2)

Arguments

nsim	Number of simulations
cpars	Parameters of the model. A vector of complex numbers of dimension prod(M+1). The first element is a real and positive number. The first M[1]+1 elements correspond to dimension one, next M[2]+1 elements correspond to dimension two, and so on. The sum of the SQUARED moduli of the c parameters must be equal to 1/(2*pi).
M	Vector of length R with number of components in the MNNTS for each dimension
R	Number of dimensions

Value

simulations	The function generates nsim random values from the MNNTS density function
conteo	Number of uniform random numbers used for simulations

Author(s)

Juan Jose Fernandez-Duran and Maria Mercedes Gregorio-Dominguez

References

Fernandez-Duran, J.J. and Gregorio-Dominguez, M.M. (2009) Multivariate Angular Distributions Based on Multiple Nonnegative Trigonometric Sums, Working Paper, Statistics Department, ITAM, DE-C09.1

Examples

M<-c(2,3)
R<-length(M)
ccoef<-mnntsrandominitial(M,R)
data<-mnntssimulation(10,ccoef,M,R)
data

CircNNTSR documentation built on Sept. 1, 2023, 9:07 a.m.