Contrast Trees and Boosting

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Documentation for package ‘conTree’ version 0.3-1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

conTree-package	Contrast and Boosted Trees
age_data	Age and Demographics data
air_quality	Air Quality Data from UC Irvine Machine Learning Repository
bootcri	Build contrast tree
census	Census Data Example from UC Irvine Machine Learning Repository
contrast	Build contrast tree
getnodes	Get terminal node observation assignments
lofcurve	Produce lack-of-fit curve for a contrast tree
modtrast	Build contrast tree
nodeplots	Summarize contrast tree
nodesum	Summarize contrast tree
onesample_parameters	Return the one sample parameters used in fortran discrepancy functions
predtrast	Predict y-values from boosted contrast model
prune	Prune a contrast tree
prune.seq	Show all possible pruned subtrees
save_rfun	Save the function f for calling from fortran
treesum	Print terminal node x-region boundaries
twosample_parameters	Return the one sample parameters used in fortran discrepancy functions
xval	Cross-validate boosted contrast tree boosted with (new) data
ydist	Transform z-values t(z) such that the distribution of p(t(z) | x) approximates p(t(y | x) for type = 'dist' only