Conditional Density Estimation Network Construction and Evaluation

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Documentation for package ‘CaDENCE’ version 1.2.5

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CaDENCE-package Conditional Density Estimation Network Construction and Evaluation (CaDENCE)
bgamma Bernoulli-gamma distribution
blnorm Bernoulli-lognormal distribution
bpareto2 Pareto 2 (Lomax) and Bernoulli-Pareto 2 distributions
bweibull Bernoulli-Weibull distribution
CaDENCE Conditional Density Estimation Network Construction and Evaluation (CaDENCE)
cadence.cost Cost function for CDEN model fitting
cadence.evaluate Predict conditional distribution parameters from a fitted CDEN model
cadence.fit Fit a CDEN model
cadence.initialize Initialize a CDEN weight vector
cadence.predict Predict conditional distribution parameters from a fitted CDEN model
cadence.reshape Initialize a CDEN weight vector
dbgamma Bernoulli-gamma distribution
dblnorm Bernoulli-lognormal distribution
dbpareto2 Pareto 2 (Lomax) and Bernoulli-Pareto 2 distributions
dbweibull Bernoulli-Weibull distribution
dpareto2 Pareto 2 (Lomax) and Bernoulli-Pareto 2 distributions
dummy.code Convert a factor to a matrix of dummy codes
FraserSediment Sediment and stream discharge data for Fraser River at Hope
gam.style GAM-style effects plots for interpreting CDEN models
logistic Logistic sigmoid function
pareto2 Pareto 2 (Lomax) and Bernoulli-Pareto 2 distributions
pbgamma Bernoulli-gamma distribution
pblnorm Bernoulli-lognormal distribution
pbpareto2 Pareto 2 (Lomax) and Bernoulli-Pareto 2 distributions
pbweibull Bernoulli-Weibull distribution
ppareto2 Pareto 2 (Lomax) and Bernoulli-Pareto 2 distributions
qbgamma Bernoulli-gamma distribution
qblnorm Bernoulli-lognormal distribution
qbpareto2 Pareto 2 (Lomax) and Bernoulli-Pareto 2 distributions
qbweibull Bernoulli-Weibull distribution
qpareto2 Pareto 2 (Lomax) and Bernoulli-Pareto 2 distributions
rbf Radial basis function kernel
rbgamma Bernoulli-gamma distribution
rblnorm Bernoulli-lognormal distribution
rbpareto2 Pareto 2 (Lomax) and Bernoulli-Pareto 2 distributions
rbweibull Bernoulli-Weibull distribution
rpareto2 Pareto 2 (Lomax) and Bernoulli-Pareto 2 distributions
rprop Resilient backpropagation (Rprop) optimization algorithm
xval.buffer Cross-validation indices with a buffer between training/validation datasets