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This package adjusts a penalized ANOVA model with Fused-LASSO (or Total Variation) penality, i.e. a sum of weighted l1-norm on the difference of each coefficient. The fitting procedure is accompanied with a highly efficient cross-validation method.
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The project summary page you can find here.