Beta Kernel Process Modeling


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Documentation for package ‘BKP’ version 0.2.3

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BKP-package Beta Kernel Process Modeling
fitted Extract BKP or DKP Model Fitted Values
fitted.BKP Extract BKP or DKP Model Fitted Values
fitted.DKP Extract BKP or DKP Model Fitted Values
fit_BKP Fit a Beta Kernel Process (BKP) Model
fit_DKP Fit a Dirichlet Kernel Process (DKP) Model
get_prior Construct Prior Parameters for BKP/DKP Models
kernel_matrix Compute Kernel Matrix Between Input Locations
loss_fun Loss Function for BKP and DKP Models
parameter Extract Model Parameters from a Fitted BKP or DKP Model
parameter.BKP Extract Model Parameters from a Fitted BKP or DKP Model
parameter.DKP Extract Model Parameters from a Fitted BKP or 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 Posterior Prediction for BKP or DKP Models
predict.BKP Posterior Prediction for BKP or DKP Models
predict.DKP Posterior Prediction for BKP or DKP Models
print Print Methods for BKP and DKP Objects
print.BKP Print Methods for BKP and DKP Objects
print.DKP Print Methods for BKP and DKP Objects
print.predict_BKP Print Methods for BKP and DKP Objects
print.predict_DKP Print Methods for BKP and DKP Objects
print.simulate_BKP Print Methods for BKP and DKP Objects
print.simulate_DKP Print Methods for BKP and DKP Objects
print.summary_BKP Print Methods for BKP and DKP Objects
print.summary_DKP Print Methods for BKP and DKP Objects
quantile Posterior Quantiles from a Fitted BKP or DKP Model
quantile.BKP Posterior Quantiles from a Fitted BKP or DKP Model
quantile.DKP Posterior Quantiles from 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