pmnorm: The Two Component Mixture Normal Distribution

In qpmnguyen/CBEA: Competitive Balances for Taxonomic Enrichment Analysis in R

The Two Component Mixture Normal Distribution

Description

The Two Component Mixture Normal Distribution

Usage

pmnorm(q, mu, sigma, lambda, log = FALSE, verbose = FALSE)

dmnorm(x, mu, sigma, lambda, log = FALSE, verbose = FALSE)

Arguments

q, x	(Vector). Values to calculate distributional values of.
mu	(Vector). A two value vector of mean values.
sigma	(Vector). A two value vector of component-wise variances
lambda	(Vector). A two value vector of component mixing coefficients
log	(Boolean). Whether returning probabilities are in log format
verbose	(Boolean). Whether to return component values.

Value

A numeric value representing the probability density value of a two-component mixture distribution

Functions

• pmnorm: Cumulative Distribution Function

• dmnorm: Probability Density Function

Examples

    library(mixtools)
    lambda <- c(0.7,0.3)
    mu <- c(1,2)
    sigma <- c(1,1)
    v <- rnormmix(100, lambda=lambda, mu=mu, sigma=sigma)
    pmnorm(v, lambda=lambda,mu=mu,sigma=sigma)
    dmnorm(v, lambda=lambda,mu=mu,sigma=sigma)

qpmnguyen/CBEA documentation built on April 4, 2022, 7:25 p.m.