- Bug Fix: Fixed a bug in the C++ function
QRWMR. - Maintenance: Updated Maintainer email.
- Added the robust network regularization for the continuous response.
- A generic function plot() is added for plotting the network structures among the identified genetic variants.
Based on users' feedback, we have
- Added more checking steps for data format, which help users make sure their data are in the correct format.
- Provided more information in the documentation for troubleshooting .
- Two new, easy to use, integrated interfaces: cv.regnet() and regnet().
- New methods for continuous and survival responses.
- The new "clv" argument allows the presence of clinical variables that are not subject to penalty in the X matrix.
- Provide c++ implementation for coordinate descent algorithms, which significantly increased the speed of cross-validation functions in this package.