All functions

assign_mode()

Estimates Posterior Mode Cluster Assignment

bendr-datasets

Datasets for bendr examples

beta_nd_nhpp()

Estimate the nonhomgogenous poisson process intensity function from grouped data using a beta base measure

beta_nd_nhpp_fit()

Estimate the nonhomgogenous poisson process intensity function from grouped data

beta_nd_nhpp_fit_multiple_taus()

Estimate the nonhomgogenous poisson process intensity function from grouped data using multiple taus

bndp()

Create a bndp object

get_square_error()

Calculates Error Distribution under square loss function

green_loss()

Lau and Green posterior loss function

green_loss(<bndp>)

Lau and Green posterior loss function

green_loss(<ndp>)

Lau and Green posterior loss function

green_loss_known()

Computes Green and Lau Loss function with known classification

green_loss_unknown()

Computes Green and Lau loss function with unknown classification

hmc()

Create a HMC model object

nd_nhpp()

Estimate the nonhomgogenous poisson process intensity function from grouped data using a normal kernel

nd_nhpp_fit()

Estimate the nonhomgogenous poisson process intensity function from grouped data

nd_nhpp_fixed()

Estimate the nonhomgogenous poisson process intensity function from grouped data using a normal kernel

nd_nhpp_fixed_fit()

Estimate the nonhomgogenous poisson process intensity function from grouped data with fixed concentration parameters

ndp()

Create a ndp object

ndp_fixed()

Create a ndp_fixed object

nhpp_gamma()

Returns draw of beta regression coefficients from posterior distribution via No U-Turn Sampler

nhpp_hmc()

Estimates the mean number of observations in an Inhomogenous Poisson Process

plot(<bndp>)

Plot method for bndp objects

plot(<ndp>)

Plot method for ndp objects

plot_cluster_densities()

Plots cluster intensity function densities

plot_cluster_densities(<bndp>)

Plots cluster intensity function densities

plot_cluster_densities(<ndp>)

Plots cluster intensity function densities

plot_global_density()

Plots global density function

plot_global_density(<bndp>)

Plots global density function

plot_global_density(<ndp>)

Plots global density function

plot_network()

Network Cluster Plot

plot_network(<bndp>)

Network Cluster Plot

plot_network(<ndp>)

Network Cluster Plot

plot_pairs()

plots pairwise probability clustering plot

plot_pairs(<bndp>)

plots pairwise probability clustering plot

plot_pairs(<ndp>)

plots pairwise probability clustering plot

plot_traceplots()

Traceplots of various NDP-NHPP parameters

plot_traceplots(<bndp>)

Traceplots of various NDP-NHPP parameters

plot_traceplots(<ndp>)

Traceplots of various NDP-NHPP parameters

print(<bndp>)

Print method for bndp objects

print(<ndp>)

Print method for ndp objects

print(<summary.bndp>)

Printing NDP Beta Measure Summaries

rnhpp()

Random nonhomogenous poisson process generator

square_error()

Computes Square loss with unknown classification

summary(<bndp>)

Summary method for bndp objects

summary(<ndp>) print(<summary.ndp>)

Summary method for ndp objects