gdm.transform
to handle NAs in large rasters and prevent write error (issue #52).colorRamps::
to the README file examples (issue #50).gdm.predict
and gdm.transform
functions (also impacted gdm.crossvalidation
results)terra
functionality for much faster processing of rasters.formatsitepair
function for bio data provided as distance matrix.varImp
function related to NULL modelsformatsitepair
function when using custom weights.varImp
function when predSelect = F.varImp
function related to testing models with few (<4) variables.varImp
function if sum of I-spline coeffs = 0 for geographic distance variable.varImp
function.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.