update_vi_params_logistic_moretrees: 'update_vi_logistic_moretrees' Performs variational updates...
In emgthomas/moretrees_pkg: Multi-Outcome Regression with Tree-Structured Shrinkage

View source: R/update_vi_params_logistic_moretrees.R

update_vi_logistic_moretrees Performs variational updates in VI algorithm.

update_vi_params_logistic_moretrees(X, W, y, outcomes_nodes,
  outcomes_units, ancestors, levels, xxT, wwT, n, p, pL, K, m, Fg, prob,
  mu, Sigma, Sigma_inv, Sigma_det, tau_t, delta, Omega, Omega_inv,
  Omega_det, a_t, b_t, eta, g_eta, tau, omega, a, b)

`X, W, y, outcomes_units, outcomes_nodes, ancestors, levels`	outputs from `moretrees_design_tree`
`xxT, wwT`	computed from `X` and `W` in `spike_and_slab_logisitic_moretrees()`
`n, K, p, pL, m, Fg`	computed from the data by `spike_and_slab_logistic_moretrees()`
`prob, mu, Sigma, Sigma_inv, Sigma_det, tau_t, delta, Omega, Omega_inv, Omega_det, a_t, b_t`	variational parameters updated by `update_vi_params_logistic_moretrees()`
`eta, g_eta, tau, omega`	parameters updated by `update_hyperparams_logistic_moretrees()`
`a, b`	fixed hyperparameters