mixregPvaryGen function

Varying Proportion Mixture Data Generator

`mixregPvaryGen' is used to generate a mixture of normal distributions with varying proportions: [REMOVE_ME]$Y|_{\boldsymbol{x},Z=z} \sim \sum_{c=1}^C\pi_c(z)N(\boldsymbol{x}^{\top}\boldsymbol{\beta}_c,\sigma_c^2). [REMOVE_ME_2]$

See mixregPvary for details.

mixregPvaryGen(n, C = 2)

Arguments

• n: number of observations.
• C: number of mixture components. Default is 2.

Returns

A list containing the following elements: - x: vector of length n.

• y: vector of length n.

• true_p: n by C matrix of probabilities of an observations belonging to each component.

Description

`mixregPvaryGen' is used to generate a mixture of normal distributions with varying proportions:

See mixregPvary for details.

Examples

mixregPvaryGen(n = 100, C = 2)

See Also

mixregPvary