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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.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.