SMI_pred_biased_data: SMI posterior predictive distribution for the biased data toy...

In christianu7/aistats2020smi: Semi-Modular Inference

Description

Calculates the posterior mean and variance of the Semi-Modular Posterior predictive distribution

Usage

SMI_pred_biased_data(
  Z,
  Y,
  sigma_z,
  sigma_y,
  sigma_phi,
  sigma_theta,
  sigma_theta_tilde,
  eta = 1
)

Arguments

Z	Data sampled from the unbiased module
Y	Data sampled from the unbiased module
sigma_z	Likelihood std dev for Z
sigma_y	Likelihood std dev for Y
sigma_phi	Prior std dev for phi
sigma_theta	Prior std dev for theta
sigma_theta_tilde	Prior std dev for theta
eta	Degree of influence of the unbiased module into phi

christianu7/aistats2020smi documentation built on March 7, 2021, 2:40 p.m.