rstap-package | The 'rstap' package. |
adapt_delta | Target average acceptance probability |
as.array.stapreg | Extract the posterior sample via matrix |
as.data.frame.stapreg | Extract the posterior sample via matrix |
as.data.frame.summary.stapreg | Summary method for stapreg objects |
as.matrix.stapreg | Extract the posterior sample via matrix |
cauchy | Prior distributions and options |
check_constant_vars | Check if any variables in a model frame are constants (the exception is that a constant variable of all 1's is allowed) |
coef.stapreg | Methods for stapreg objects |
confint.stapreg | Methods for stapreg objects |
decov | Prior distributions and options |
example_model | Example model |
exponential | Prior distributions and options |
fitted.stapreg | Methods for stapreg objects |
fixef | Methods for stapreg objects |
fixef.stapreg | Methods for stapreg objects |
get_stapless_formula | get_stapless_formula |
homog_distance_data | Datasets for rstap examples |
homog_longitudinal_bef_data | Datasets for rstap examples |
homog_longitudinal_distance_data | Datasets for rstap examples |
homog_longitudinal_subject_data | Datasets for rstap examples |
homog_longitudinal_time_data | Datasets for rstap examples |
homog_subject_data | Datasets for rstap examples |
laplace | Prior distributions and options |
lasso | Prior distributions and options |
lkj | Prior distributions and options |
log_lik | Pointwise log-likelihood matrix |
log_lik.stapreg | Pointwise log-likelihood matrix |
log_normal | Prior distributions and options |
nfix | Methods for stapreg objects |
nfix.stapreg | Methods for stapreg objects |
ngrps.stapreg | Methods for stapreg objects |
nobs.stapreg | Methods for stapreg objects |
normal | Prior distributions and options |
nsap.stapreg | Methods for stapreg objects |
nstap.stapreg | Methods for stapreg objects |
ntap.stapreg | Methods for stapreg objects |
pairs.stapreg | Pairs method for stapreg objects |
pairs_condition | Pairs method for stapreg objects |
pairs_style_np | Pairs method for stapreg objects |
plot.stapreg | Plot method for stapreg objects |
posterior_interval | Posterior uncertainty intervals |
posterior_interval.stapreg | Posterior uncertainty intervals |
posterior_predict | Draw from posterior predictive distribution |
posterior_predict.stapreg | Draw from posterior predictive distribution |
predictive_error | In-sample or out-of-sample predictive errors |
predictive_error.stapreg | In-sample or out-of-sample predictive errors |
predictive_interval | Predictive intervals |
predictive_interval.ppd | Predictive intervals |
predictive_interval.stapreg | Predictive intervals |
print.stapreg | Print method for stapreg objects |
print.summary.stapreg | Summary method for stapreg objects |
priors | Prior distributions and options |
prior_summary | Summarize the priors used for an rstap model |
prior_summary.stapreg | Summarize the priors used for an rstap model |
product_normal | Prior distributions and options |
ranef.stapreg | Methods for stapreg objects |
residuals.stapreg | Methods for stapreg objects |
rstap | The 'rstap' package. |
rstap-datasets | Datasets for rstap examples |
se.stapreg | Methods for stapreg objects |
sigma | Methods for stapreg objects |
sigma.stapreg | Methods for stapreg objects |
stapreg | Create a stapreg object |
stapreg-methods | Methods for stapreg objects |
stapreg-objects | Fitted model objects |
stap_data | Create a stap_data object |
stap_glm | Bayesian generalized spatial-temporal aggregated predictor(STAP) models via Stan |
stap_glm.fit | Fitting Generalized Linear STAP models |
stap_glmer | Bayesian spatial-temporal generalized linear models with group-specific terms via Stan |
stap_lm | Bayesian generalized spatial-temporal aggregated predictor(STAP) models via Stan |
stap_lmer | Bayesian spatial-temporal generalized linear models with group-specific terms via Stan |
stap_termination | Spatial-Temporal Exposure Termination-Maximization Estimates |
stap_termination.stapreg | Spatial-Temporal Exposure Termination-Maximization Estimates |
student_t | Prior distributions and options |
summary.stapreg | Summary method for stapreg objects |
validate_distancedata | Validate distance_data |
validate_family | Check family argument |
validate_newdata | Validate newsubjdata argument for posterior_predict, log_lik, etc. |
validate_timedata | Validate time_data |
validate_weights | Check weights argument |
VarCorr | Methods for stapreg objects |
VarCorr.stapreg | Methods for stapreg objects |
vcov.stapreg | Methods for stapreg objects |
waic.stapreg | WAIC |