BNB |
Fit a Bayesian Negative Binomial Model |
BSTNB |
Fit a Bayesian Spatiotemporal Negative Binomial model |
BSTZINB |
Fit a Bayesian Spatiotemporal Zero Inflated Negative Binomial model |
BZINB |
Fit a Bayesian Zero Inflated Negative Binomial Model |
compute_NB_DIC |
DIC for BSTNB or BNB fitted objects |
compute_ZINB_DIC |
DIC for BSTZINB fitted objects |
conv.test |
convergence test for parameters in the fitted objects |
county.adjacency |
county.adjacency: A dataframe containing neighborhood information for counties in the US |
get_adj_mat |
Adjacency matrix for counties of one or many states in the United States |
qRankPar |
Bar plot for time-averaged log-q estimates over quantile-representative counties (descending order) |
qRankParTop |
Bar plot for time-averaged log-q estimates over top ranking counties (descending order) |
ResultTableSummary |
Summary Table for a fitted object |
ResultTableSummary2 |
Generate a summary table of the outputs all different methods given the data |
simdat |
simdat: A simulated dataset containing response and covariates with region and time information |
TimetrendCurve |
Time-trend curve over the study time domain for counties in the US |
USAcities |
USAcities: A dataset containing state and county information for the cities in the United States |
USDmapCount |
Draw spatial maps of various quantities over regions in the US |