Changes in version 1.0.3 (2019-11-25) Glmnet 3.0 has changed its interface to coef() and predict() functions, this update makes sure that TANDEM still works on the new version. Changes in version 1.0.2 (2017-06-15) Fixed a bug in relative.contributions() that decreased the relative contributions for correlated data types (by not taking into account the correlated part). Thanks to Wouter Touw for pointing this out! Changes in version 1.0.1 (2017-04-07) Fixed a bug that occurred when using lambda.upstream="lambda.min" or lambda.downstream="lambda.min" in tandem(). All regression coefficients were correct, but the intercept was estimated using lambda.1se. This also affected results from predict() or nested.cv() using TANDEM fits where lambda.upstream="lambda.min" or lambda.downstream="lambda.min", negatively affecting the predictive performance. In addition, I've added an option to set lambda="lambda.min" for the glmnet model in relative.contributions(). Changes in version 1.0.0 (2016-09-20) First release version!