# knockoff 0.3.6 (Release date: 08/12/2022)

Minor changes:
* Removed HIV drug resistance vignette due to broken links to publicly available data set.

# knockoff 0.3.5 (Release date: 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 (Release date: 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 (Release date: 06/01/2020)

Minor changes:
* Removed dependency on flare, which is no longer on CRAN.

# knockoff 0.3.2 (Release date: 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 (Release date: 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 (Release date: 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 (Release date: 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 (Release date: 12/19/2014)

Features:
* Expose the optional nlambda parameter for lasso statistics

Fixes:
* Better documentation for SDP knockoffs
* Minor bug fixes

# knockoff 0.1 (Release date: 12/05/2014)

Initial release.