varImp
function.varImp
if using non-default number of I-splines.formatsitepair
function to control whether site-pair attributes are printed.summary
function.sitepairformat
function from actually subsampling the site-pair table.gdm
model object that broke the predict.gdm
function.Substantial update to the package structure to use devtools
, roxygen2
, etc. development tools.
Fixed a number of bugs associated with using non-default numebrs of splines.
Add two new functions gdm.partition.deviance
and gdm.crossvalidation
. The gdm.partition.deviance
functions partitions deviance explained by different sets of predictors into unique/shared components. The gdm.crossvalidation
function produces a number of model evaluation metrics using bootstrapping.
summary
now provides the sum of the I-spline coefficients (indicator of predictor importance) and lists variables from highest sum to lowest.
plot
now plots I-splines in order from highest sum of coefficients to least.