npb_int: Fit nonparametric Bayes shrinkage model with interactions

In lvhoskovec/mmpack: Methods for multipollutant mixtures analysis

Description

Fit nonparametric Bayes shrinkage model with interactions

Usage

npb_int(
  niter,
  nburn,
  X,
  Y,
  W,
  scaleY = FALSE,
  priors,
  intercept = TRUE,
  XWinteract = FALSE
)

Arguments

niter	number of iterations
nburn	number of burn-in iterations
X	n by p matrix of predictor data
Y	n by 1 vector of response data
W	n by q matrix of covariate data
scaleY	logical; if TRUE response will be centered and scaled before model fit
priors	list of prior hyperparameters
intercept	logical; indicates if an overall intercept should be estimated with covariates
XWinteract	logical; indicates if X and W can interact

Value

list of model estimates, see npb documentation

lvhoskovec/mmpack documentation built on Aug. 21, 2021, 4:05 p.m.