R: Conditional Density Estimation Network Construction and Evaluation

# Conditional Density Estimation Network Construction and Evaluation

## Documentation for package ‘CaDENCE’ version 1.2.5

- DESCRIPTION file.

## Help Pages

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