DMRnet 0.3.1

Major changes

• GLAMER (Group LAsso MERger) algorithm added
• Rebuild of the existing cross validation routine (models indexed by model dimension)
• New cross validation routine added (models indexed by GIC) and made a new default
• Handling of mismatched factor levels restructured

Stability improvements

• Adding pivots in SOSnet for gaussian families
• Adding a try-catch clause to recalculate QR decomposition for pivoted columns within rank in case of failure
• Adding the regularization in gaussian family in DMR direct calls and calls via DMRnet
• fixing NA values resulting in attempting non-penalized regression in case of non-full rank design matrices

Other improvements

• Fixing how the parameters get passed in plot family of functions
• Returning only non-zero coefficients in coef
• Fixing DRMnet and cross validation in handling data with a single two-factor column
• Fixing negative Wald statistics in binomial case
• Workaround in GLAMER for cases of grpreg not observing a group constraint