Changes in version 0.6.0 (2023-05-16) - Changed ggplot code to avoid using deprecated functions. - Reduced test time by changing tests.dec - Fixed a bug in corrected_lasso and cv_corrected lasso causing the algorithm to not converge, without issuing a warning. Thanks to Yuxiao Ruoyao for discovering the error (issue 47). Changes in version 0.5.1 (2023-02-28) - Colorblind friendly plots in vignette. Thanks to Andre Cruz for suggesting. - Removed C++11 flags from Makevars and Makevars.win. Changes in version 0.5.0 (2022-07-20) - Fixed bug in stopping condition for projected gradient descent. Thanks to Michael Pollmann for discovering this. - Fixed numerical overflow issue which happened for corrected lasso with Poisson regression. Changes in version 0.4.0 (2022-07-03) - Fixes a bug in corrected_lasso() with the family = "poisson" option. Thanks to Huang Jun for discovering this. - Corrected a logical error in the examples, in which the variance of the measurement errors was supplied as the standard error. Changes in version 0.3.4 (2021-09-02) - Changed to Authors(at)R notation in DESCRIPTION. Changes in version 0.3.3 (2020-05-18) - Package 'flare' removed from suggested dependencies. Changes in version 0.3.2 (2019-11-11) - Changed used of coef function from glmnet, due to a breaking change in glmnet. Changes in version 0.3.1.9000 - New function cv_gds which computes cross-validated generalized Dantzig selector. Changes in version 0.3.1 (2019-05-20) - Added case weighting to gds and gmus. Changes in version 0.3.0 - This release contains all changes since 0.2.3, as listed under the headings below. Changes in version 0.2.3.9001 S3 methods - Added coef methods coef.corrected_lasso, coef.gds, coef.gmu_lasso, and coef.gmus. - Added print methods print.corrected_lasso, print.cv_corrected_lasso, print.gds, print.gmu_lasso, and print.gmus. - Improved plot.corrected_lasso to also handle the case of a single regularization parameter. Dependencies - Figured out how to install Rglpk on travis CI, so now this package is back in Imports, and lpSolveAPI is no longer used. Changes in version 0.2.3.9000 - It turns out that travis CI is not able to install Rglpk. Hence, for the development version Rglpk is back in Suggests, together with lpSolveAPI. Changes in version 0.2.3 (2019-04-12) - Added Rglpk back to Imports and removed lpSolveAPI, as the latest version of Rglpk passes all tests on CRAN, including osX. - Updated vignette. - Cleaned up documentation, hiding internal functions from the index. - Created unit tests. Changes in version 0.2.2 (2019-03-07) Fixed random number seed issue which caused test to fail in R-devel. Changes in version 0.2.1 (2018-10-15) Internal fix to fit_corrected_lasso and cv_corrected_lasso. Got rid of duplicated code by calling the function set_radius. Changes in version 0.2.0 (2018-05-19) Since Rglpk does not install automatically on macOS, this package was moved from Imports to Suggests. In addition, lpSolveAPI was added to Suggests. This means that the package should build also on systems that do not have Rglpk, in particular the versions of macOS on CRAN. The changes involved adding an optional linear solver from lpSolveAPI in the function musalgorithm(). Changes in version 0.1.1.9002 Added a plot.gds function, which plots the coefficients estimated by fit_gds. Changes in version 0.1.1.9001 Internal adjustment, which removed importing of external packages into the namespace, and instead specified the functions explicitly using ::. Changes in version 0.1.1 (2018-03-30) tidyverse has been removed from Suggests field DESCRIPTION. dplyr and tidyr have been added instead. Similarly, library(tidyverse) in the vignette has been replaced by library(dplyr), library(tidyr), and library(ggplot2). Changes in version 0.1.0 (2018-03-09) hdme is now on CRAN.