Man pages for Biostatistics4SocialImpact/rstap
Spatial Temporal Aggregated Predictor Models via 'stan'
| adapt_delta | Target average acceptance probability |
| as.matrix.stapreg | Extract the posterior sample via matrix |
| check_constant_vars | Check if any variables in a model frame are constants (the... |
| check_exposure_plot | Exposure Plots |
| example_model | Example model |
| extract_stap_data | Extract stap data from formula and create stap_data object |
| family.stapreg | family method for stapreg objects |
| formula.stapreg | formula method for stapreg objects |
| get_stapless_formula | get_stapless_formula |
| get_y | Extract X, Y or Z from a stapreg object |
| log_lik.stapreg | Pointwise log-likelihood matrix |
| model.frame.stapreg | model.frame method for stapreg objects |
| model.matrix.stapreg | model.matrix method for stapreg objects |
| nsap | Retrieves number of temporal aggregated predictors |
| nstap | Retrieves number of Spatial-temporal aggregated predictors |
| ntap | Retrieves number of temporal aggregated predictors |
| pairs.stapreg | Pairs method for stapreg objects |
| pipe | Pipe operator |
| plot.stapreg | Plot method for stapreg objects |
| posterior_interval.stapreg | Posterior uncertainty intervals |
| posterior_predict.stapreg | Draw from posterior predictive distribution |
| predictive_error | In-sample or out-of-sample predictive errors |
| predictive_interval.stapreg | Predictive intervals |
| print.stapreg | Print method for stapreg objects |
| priors | Prior distributions and options |
| prior_summary.stapreg | Summarize the priors used for an rstap model |
| rstap-datasets | Datasets for rstap examples |
| rstap-package | The 'rstap' package. |
| se | Extract standard errors |
| stap_data | Create a stap_data object |
| stapdnd_glm | Bayesian generalized spatial-temporal aggregated... |
| stapdnd_glmer | Bayesian spatial-temporal generalized linear models with... |
| stapdnd_glm.fit | Fitting Generalized Linear STAP Difference in Difference... |
| stap_glm | Bayesian generalized spatial-temporal aggregated... |
| stap_glmer | Bayesian spatial-temporal generalized linear models with... |
| stap_glm.fit | Fitting Generalized Linear STAP models |
| stapreg | Create a stapreg object |
| stapreg-methods | Methods for stapreg objects |
| stapreg-objects | Fitted model objects |
| stap_termination | Spatial-Temporal Exposure Termination-Maximization Estimates |
| summary.stapreg | Summary method for stapreg objects |
| terms.stapreg | terms method for stapreg objects |
| validate_distancedata | Validate distance_data |
| validate_family | Check family argument |
| validate_newdata | Validate newsubjdata argument for posterior_predict, log_lik,... |
| validate_timedata | Validate time_data |
| validate_weights | Check weights argument |
| waic | Method for calculating Widely Applicable Information Criteria |
