Man pages for hrnasif/rvb
Reparameterized Variational Bayes
| Alg_RVB1 | RVB1 Algorithm implementation |
| Alg_RVB2 | RVB2 Algorithm implementation |
| biConditional | Conditional density for local variables bi |
| center | Center data |
| dot-diag_locs | Indices of diagonal elements when in lower triangular vector |
| dot-logdet | Log determinant |
| dot-logit | Logit transformation |
| dot-transformZi | Transform Zi for RVB2 |
| dot-ZgH | Precompute for RVB1. |
| fisherscoring | Fisher scoring for RVB2 |
| get_lower_tri_vector | Vector from lower triangular matrix entries |
| GLB | Gradient of least squares regression line |
| global_var_components | Get global variable density components |
| h0 | Log partition function |
| h1 | First derivative of log partition |
| h2 | Second derivative of log partition |
| h3 | Third derivative of log partition |
| indices_for_posterior_covariance | Indices for posterior covariance |
| KNprior | Kass and Natarajan prior for random effects precision matrix |
| LB_RVB1 | Evidence Lower Bound for RVB1 |
| LB_RVB2 | Evidence lower bound for RVB2 |
| Lgrad_RVB1 | Log joint density and gradient for RVB1 |
| Lgrad_RVB2 | Log joint density and gradient for RVB2 |
| logpy_RVB1 | Log joint density under RVB1 |
| logpy_RVB2 | Log joint density under RVB2 |
| make_lower_tri_matrix | Matrix from lower triangular entries vector |
| postb_RVB1_b1 | Sample from posterior under RVB1 |
| rvb_hers | HERS data |
| standardize | Standardize data |
