Simulate Gaussian VCMoE data — simulate_vcmoe

Generates a small Gaussian no-offset VCMoE simulation for tutorials and tests.

Usage

simulate_vcmoe_gaussian(n = 300L, k = 2L, seed = NULL,
  separation = 1, u = NULL, scenario = "well_separated")

Arguments

n: Number of observations.
k: Number of components. Values 2 through 10 are supported.
seed: Optional random seed.
separation: Controls expert separation.
u: Optional numeric vector of index values.
scenario: Simulation scenario: "well_separated", "moderate", "near_overlap", "crossing", or "imbalanced_gating".

Value

A list with data and truth. The truth entry includes component coefficients, gating logits, probabilities, means, standard deviations, and sampled class labels.