Sentence examples for the penalized from inspiring English sources

The above GLM can be estimated efficiently by maximizing the penalized likelihood using the penalized iteratively re-weighted least squares method (P-IRLS) [14].

The intercept of the model was also set to 0. The penalized regression models were built using the penalized function of the corresponding R package (Goeman, 2008).

That figure excludes the penalized Florida and Michigan delegations.

We first identify the informative sensors via the penalized (log -location-scale regression.

Consider the penalized log-likelihood objective function given in Eq. (7).

Then, we consider the penalized log-likelihood function (3) with the extended penalty function (10)of τ = (w1,…, w5).

In several scenarios the penalized composite link model performs best.

The penalized-HKLOD and penalized-SL criteria each indicated a five-QTL model, with a QTL on each chromosome.

The penalized-SLOD criterion had higher power to detect the first and third QTL, while the penalized-MLOD criterion had higher power to detect the second QTL.

The penalized-SL and penalized-HKLOD criteria had higher power to detect all three QTL.

The blue dashed curves are for the two-QTL model identified with the penalized-ML criterion.