anova_bnp_berpoi: Fit a Bayesian nonparametric factorial ANOVA model with...

In igutierrezm/ANOVABNPTestR: A Bayesian Nonparametric Factorial ANOVA

Fit a Bayesian nonparametric factorial ANOVA model with Bernoulli-Poisson kernel

Description

Fit a Bayesian nonparametric factorial ANOVA model with Bernoulli-Poisson kernel

Usage

anova_bnp_berpoi(
  y,
  X,
  iter = 4000L,
  warmup = 2000L,
  seed = 1L,
  rho = 1,
  a = 1,
  b = 1,
  a1 = 2,
  b1 = 4,
  alpha0 = 1,
  beta0 = 1,
  lb = min(y),
  ub = max(y)
)

Arguments

y	An integer response vector.
X	A design matrix (full of integer covariates).
iter	the total number of mcmc iterations.
warmup	the number of warmup mcmc iterations.
seed	the seed for random number generation.
rho	the hyperparameter \rho.
a	the hyperparameter a.
b	the hyperparameter b.
a1	the hyperparameter a_1.
b1	the hyperparameter b_1.
alpha0	the hyperparameter \alpha_0.
beta0	the hyperparameter \beta_0.

Value

An object of class anova_bnp_model.

igutierrezm/ANOVABNPTestR documentation built on April 22, 2024, 3:24 a.m.