knockoff 0.3.5 (01/31/2022) --------------------------------------- Minor changes: * Fixed bug in stat.glmnet_coefdiff: "cox" family has no intercept * Fixed call to sample.int in tests/testthat/test_stats.R. knockoff 0.3.4 (03/08/2021) --------------------------------------- Minor changes: * Fixed bug in stat.glmnet_coefdiff and stat.glmnet_lambdadiff, which did not previously work with "multinomial" family knockoff 0.3.3 (06/01/2020) --------------------------------------- Minor changes: * Removed dependency on flare, which is no longer on CRAN. knockoff 0.3.2 (08/03/2018) --------------------------------------- Fixes: * Fixed bug that caused incorrect knockoff statistics in the presence of knockoff copies identical to their own original variable. Minor changes: * Changed scaling of variables for computation of importance measures. knockoff 0.3.1.1 (06/28/2018) --------------------------------------- Minor changes: * Improved algorithm for solving SDP * Improved algorithm for solving ASDP * Returning X instead of throwing error in Gaussian knockoffs, if covariance matrix is not positive-definite Documentation: * Minor improvements to package description file knockoff 0.3.0 (10/17/2017) --------------------------------------- Features: * Added support for Model-X knockoffs * Added importance statistics * Native support for SDP knockoffs (no need to call Python) Major changes: * Model-X knockoffs are used by default * Cross-validated lasso statistics are used by default * SDP knockoffs are used by default * Offset 1 is used by default Documentation: * Updated and expanded vignettes knockoff 0.2.1 --------------------------------------- Documentation: * Add vignette showing how to analyze a real data set (on HIV drug resistance), including all the preprocessing steps. knockoff 0.2 (02/04/2015) --------------------------------------- Changes: * The knockoff procedure is now fully deterministic by default. Randomization can be enabled if desired. Fixes: * Fix numerical precision bug in equicorrelated knockoff creation knockoff 0.1.1 (12/19/2014) --------------------------------------- Features: * Expose the optional 'nlambda' parameter for lasso statistics Fixes: * Better documentation for SDP knockoffs * Minor bug fixes knockoff 0.1 (12/05/2014) --------------------------------------- Initial release!