V0.1.0: First release.
V0.0.9017: Changes in the vignette.
V0.0.9016: Rename variables and genereate Vignette.
V0.0.9015: Changes in the docummentatio and prepare package for GIT.
V0.0.9014: Add the threshold as an input, due to the increase in computation
time and fix documentation.
V0.0.9013: Change the threshold for BIC cutoff in block strategy.
V0.0.9012: stardardize using only X and correct n and p for eBIC check.
V0.0.9011: stardardize using X and Xval.
V0.0.9010: Change the way to deal with standarization and deal with coef.
V0.0.9009: Change the way to calculate the elapsed time: more speed.
V0.0.9008: bugs in k for loops, a set minimum of 1 was required if no intercept.
That is incorrect.
V0.0.9007: bugs in BIC calculation. Set BIC for blocks.
V0.0.9006: change the lambda range values, use the lambda_max from ridge and
lambda_min from lasso. This increase the range of values.
In addition change the threshold for TH_metric, from 1e-2 to 5e-3
V0.0.9005: typos.
V0.0.9004: include warm start and cold start.
v0.0.9003: First operative version.