Fix bug with
NULL when computing GLM penalty weights for a design matrix with full rank (#7).
Add rmarkdown to the Suggests field in the
DESCRIPTION file to avoid problems with knitr version >= 1.32.
Remove 'LazyData' from
DESCRIPTION file as no data directory is present.
Only apply ridge penalty to relevant predictors when determining GLM penalty weights.
Correctly determine if the design matrix has full rank.
Optimal values of
lambda, in examples and vignette, are re-determined after changes in computation of GLM penalty weights.
C++14 (instead of
C++11) which requires
R version 3.4 or higher.
glmsmurf: Check that factors have at least two levels.
Update Devriendt et al. (2021) reference.
plot_lambda: Properly check whether the object
x of class
glmsmurf contains components related to the selection of the sparsity parameter
Use named families for glmnet whenever possible as this is faster.
Require at least version
4.0 of glmnet as this allows for more families to be used.
plot_lambda.glmsmurf: Link to
plot.default instead of
plot (graphics) to avoid warnings on R-4.0.0.
Use numerical tolerance that is also suitable on platforms without a long double.
Use five-fold instead of two-fold cross-validation in tests.
rent dataset from catdata again as this package will no longer be archived.
Use default date format for vignette date.
Adapt test for input for prior weights to catch multiple warnings.
Use only one core to select the optimal value of
lambda in the example of
Add extra tests for proximal operators, number of cross-validation folds and prior weights.
rent dataset from catdata as this package is scheduled to be archived on CRAN on 14 February 2020.
Correct README to display correct pipeline status on GitLab.
Select first element of
obj might be a
matrix object as
matrix objects will also inherit from class
array in R 4.0.0 (and hence
class(obj) will be of length > 1).
Add an extra test for the output of a
glmsmurf object where a Graph-Guided Fused Lasso is used.
Update to roxygen2 version 7.0.0.
Add empty first line to
Rent_example2.R to avoid problems with roxygen2 version 7.0.0.
Move example files from
glmsmurf: Improve handling of coefficient names.
\donttest as requested by CRAN.
p: change order of
glmsmurf: catch errors when computing the maximum value of lambda (#2).
Fix bug in standardization when a continuous predictor is penalized with a Lasso or Group Lasso penalty (#4).
Move examples for S3 methods into example for
Remove maintainer field in DESCRIPTION as it is already set using Authors@R.
Change GitLab URL in README.
Update Devriendt et al. (2018) reference.
Add reference to Devriendt et al. (2018) in DESCRIPTION.
First release on CRAN.
First public release on GitLab.
glmsmurf: Use "
cv1se" to indicate selection of lambda using cross-validation with the one standard error rule. E.g.
"cv.dev.1se" is renamed to
glmsmurf: Add note that selected value of lambda for out-of-sample selection and cross-validation is not (always) deterministic.
General documentation updates.
Add continuous integration (CI) on GitLab.
Add tests for
Add tests for elements of
glmsmurf-class related to selection of lambda.
General vignette update.
Add LICENSE file.
First release on GitLab.