Beta and Dirichlet Kernel Processes for Binomial and Multinomial Modeling


[Up] [Top]

Documentation for package ‘BKP’ version 0.1.0

Help Pages

BKP-package Beta and Dirichlet Kernel Process Modeling
fit.BKP Fit a Beta Kernel Process (BKP) Model
fit.DKP Fit a Dirichlet Kernel Process (DKP) Model
get_prior Construct Prior Parameters for the BKP Model
get_prior_dkp Construct Prior Parameters for the DKP Model
kernel_matrix Compute Kernel Matrix Between Input Locations
loss_fun Loss Function for Fitting the BKP Model
loss_fun_dkp Loss Function for Fitting the DKP Model
plot Plot Fitted BKP or DKP Models
plot.BKP Plot Fitted BKP or DKP Models
plot.DKP Plot Fitted BKP or DKP Models
predict Predict Method for BKP or DKP Models
predict.BKP Predict Method for BKP or DKP Models
predict.DKP Predict Method for BKP or DKP Models
print Print Summary of a Fitted BKP or DKP Model
print.BKP Print Summary of a Fitted BKP or DKP Model
print.DKP Print Summary of a Fitted BKP or DKP Model
simulate Simulate from a Fitted BKP or DKP Model
simulate.BKP Simulate from a Fitted BKP or DKP Model
simulate.DKP Simulate from a Fitted BKP or DKP Model
summary Summary of a Fitted BKP or DKP Model
summary.BKP Summary of a Fitted BKP or DKP Model
summary.DKP Summary of a Fitted BKP or DKP Model