Man pages for aghq
Adaptive Gauss Hermite Quadrature for Bayesian Inference
| aghq | Adaptive Gauss-Hermite Quadrature |
| compute_moment | Compute moments |
| compute_pdf_and_cdf | Density and Cumulative Distribution Function |
| compute_quantiles | Quantiles |
| correct_marginals | Correct the posterior marginals of a fitted aghq object |
| default_control | Default control arguments for 'aghq::aghq()'. |
| default_control_marglaplace | Default control arguments for 'aghq::marginal_laplace()'. |
| default_control_tmb | Default control arguments for 'aghq::marginal_laplace_tmb()'. |
| default_transformation | Default transformation |
| gcdata | Globular Clusters data for Milky Way mass estimation |
| gcdatalist | Transformed Globular Clusters data |
| get_hessian | Obtain the Hessian from an aghq object |
| get_log_normconst | Obtain the log-normalizing constant from a fitted quadrature... |
| get_mode | Obtain the mode from an aghq object |
| get_nodesandweights | Obtain the nodes and weights table from a fitted quadrature... |
| get_numquadpoints | Obtain the number of quadrature nodes used from an aghq... |
| get_opt_results | Obtain the optimization results from an aghq object |
| get_param_dim | Obtain the parameter dimension from an aghq object |
| interpolate_marginal_posterior | Interpolate the Marginal Posterior |
| laplace_approximation | Laplace Approximation |
| make_moment_function | Moments of Positive Functions |
| make_numeric_moment_function | Compute numeric moments |
| make_transformation | Marginal Parameter Transformations |
| marginal_laplace | Marginal Laplace approximation |
| marginal_laplace_tmb | AGHQ-normalized marginal Laplace approximation from a TMB... |
| marginal_posterior | Marginal Posteriors |
| nested | Nested, sparse Gaussian quadrature in AGHQ |
| normalize_logpost | Normalize the joint posterior using AGHQ |
| optimize_theta | Obtain function information necessary for performing... |
| plot.aghq | Plot method for AGHQ objects |
| print.aghq | Print method for AGHQ objects |
| print.aghqsummary | Print method for AGHQ summary objects |
| print.laplace | Print method for AGHQ objects |
| print.laplacesummary | Print method for laplacesummary objects |
| print.marginallaplacesummary | Summary statistics for models using marginal Laplace... |
| sample_marginal | Exact independent samples from an approximate posterior... |
| summary.aghq | Summary statistics computed using AGHQ |
| summary.laplace | Summary method for Laplace Approximation objects |
| summary.marginallaplace | Summary statistics for models using marginal Laplace... |
| validate_control | Validate a control list |
| validate_moment | Validate a moment function object |
| validate_transformation | Validate a transformation object |
