Smooth Additive Quantile Regression Models


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Documentation for package ‘qgam’ version 1.3.4

Help Pages

AUDem Australian electricity demand data
check Generic checking function
check.learn Visual checks for the output of tuneLearn()
check.learnFast Visual checks for the output of tuneLearnFast()
check.qgam Some diagnostics for a fitted qgam model
cqcheck Visually checking a fitted quantile model
cqcheckI Interactive visual checks for additive quantile fits
elf Extended log-F model with fixed scale
elflss Extended log-F model with variable scale
log1pexp Calculating log(1+exp(x)) accurately
mqgam Fit multiple smooth additive quantile regression models
pinLoss Pinball loss function
qdo Manipulating the output of 'mqgam'
qgam Fit a smooth additive quantile regression model
sigmoid Sigmoid function and its derivatives
tuneLearn Tuning the learning rate for Gibbs posterior
tuneLearnFast Fast learning rate calibration for the Gibbs posterior
UKload UK electricity load data