var_mat

rowVar

colVar

Base R implementation for variance. Analogue of rowMeans.

internal

Estimates hierarchical models using mean-field variational Bayes.
At present, it can estimate logistic, linear, and negative binomial models.
It can accommodate models with an arbitrary number of random effects and
requires no integration to estimate. It also provides the ability to improve
the quality of the approximation using marginal augmentation.
Goplerud (2022) <doi:10.1214/21-BA1266> and Goplerud (2024) <doi:10.1017/S0003055423000035>
provide details on the variational algorithms.

Max Goplerud

vglmer

Variational Inference for Hierarchical Generalized Linear Models

var_mat function

<dl><dt>matrix</dt>
<dd>Matrix of numeric inputs.</dd></dl>

Arguments

Variance of Rows or Columns of Matrices — var_mat

<dl>

<dt>matrix</dt>
<dd>Matrix of numeric inputs.</dd>

</dl>

var_mat: Variance of Rows or Columns of Matrices

Description

Usage

Arguments