Man pages for christianu7/aistats2020smi
Semi-Modular Inference
| aistats2020smi-package | The 'aistats2020smi' package. |
| dmvnorm_arma | Multivariate Normal Density Function |
| download_mcmc_results | Download MCMC results from Carmona and Nicholls (2020) |
| generate_article | Generate Article Carmona & Nicholls (2020) |
| get_agricurb_data | Function to obtain the real agricultural data in a convenient... |
| HPV | Data for ecological study of HPV and cervical cancer. |
| hpv_loglik | Joint log-likelihood for the HPV model |
| mcmc_agric_model | MCMC procedure for hierarchical model of agricultural... |
| mcmc_hpv | MCMC procedure for ecological study of HPV and cervical... |
| Modern | Agricultural Data gathered in an experimental setting |
| NMeso | Archaeological Data from excavations in the north Mesopotamia... |
| set_ggtheme | Set default ggplot2 theme |
| SMI_post_biased_data | SMI posterior for the biased data toy model |
| SMI_pred_biased_data | SMI posterior predictive distribution for the biased data toy... |
| smi_sec_5_1_expectation | SMI on synthetic data, on expectation |
| smi_sec_5_1_single_dataset | SMI on synthetic data, single dataset |
| smi_sec_5_3_compute_mcmc | Compute MCMC in agricultural model |
| smi_sec_5_3_compute_summary | Compute summary of MCMC results in agricultural model |
| smi_sec_5_3_eta_selection | Compute eta selection in agricultural model |
| smi_sec_5_3_plot_eta_selection | Plotting model evaluation results in agricultural model |
| smi_sec_5_3_plot_mcmc | Plot MCMC results in agricultural model |
| smi_sec_5_4_compute_mcmc | Compute MCMC in HPV model |
| smi_sec_5_4_compute_summary | Compute summary of MCMC results in HPV model |
| smi_sec_5_4_eta_selection | Compute eta selection in HPV model |
| smi_sec_5_4_plot_eta_selection | Plotting model evaluation results in HPV model |
| smi_sec_5_4_plot_mcmc | Plot MCMC results in HPV model |
