• OSCAR

  • Referenced in 55 articles [sw03026]
  • situations with a large number of predictors with possibly high correlations, such as gene expression ... while grouping them into predictive clusters. In addition to improving prediction accuracy and interpretation, these ... zero. Additionally, this penalty yields exact equality of some coefficients, encouraging correlated predictors that have ... error and model complexity, while yielding the additional grouping information...
  • CMARS

  • Referenced in 28 articles [sw08523]
  • functions so that both additive and interactive effects of the predictors are allowed to determine...
  • rr

  • Referenced in 6 articles [sw15913]
  • randomized response item as a predictor. In addition, tools for conducting power analysis for designing...
  • BartPy

  • Referenced in 83 articles [sw40584]
  • BART: Bayesian additive regression trees. We develop a Bayesian “sum-of-trees” model where each ... well as the marginal effects of potential predictors. By keeping track of predictor inclusion frequencies...
  • BayesTree

  • Referenced in 64 articles [sw07995]
  • Tree Based Models: Implementation of BART: Bayesian Additive Regression Trees. We develop a Bayesian ... well as the marginal effects of potential predictors. By keeping track of predictor inclusion frequencies...
  • PETfold

  • Referenced in 1 article [sw17126]
  • layer to interactive usage of the predictors. Additionally, the web servers provide direct access...
  • N-SCAN

  • Referenced in 2 articles [sw17458]
  • published whole-genome de novo gene predictors. In addition, predictions were generated for the genome...
  • SimpleMKL

  • Referenced in 69 articles [sw12290]
  • simultaneously learning a kernel and the associated predictor in supervised learning settings. For the support ... weighted 2-norm regularization formulation with an additional constraint on the weights that encourages sparse...
  • iDNA-Prot

  • Referenced in 16 articles [sw22410]
  • forest operation engine, we proposed a new predictor, called iDNA-Prot, for identifying uncharacterized proteins ... other in a same subset. In addition to achieving high success rate, the computational time ... shorter in comparison with the relevant existing predictors. Hence it is anticipated that iDNA-Prot...
  • mi

  • Referenced in 28 articles [sw10551]
  • imputations. These features include: choice of predictors, models, and transformations for chained imputation models; standard ... distributions of observed and imputed data. In addition, we use Bayesian models and weakly informative...
  • dr

  • Referenced in 12 articles [sw14718]
  • variety of tests, and stepwise deletion of predictors, is also included. Also included is code ... computing permutation tests of dimension. Adding additional methods of estimating dimension is straightforward. For documentation...
  • SmoothHR

  • Referenced in 3 articles [sw11464]
  • corresponding confidence limits-of continuous predictors introduced nonlinearly. In addition, the package provides functions...
  • Viriato

  • Referenced in 3 articles [sw22282]
  • means of an iterative predictor–corrector scheme. In addition, a distinctive feature of Viriato...
  • Conrad

  • Referenced in 1 article [sw23028]
  • fields (SMCRFs). Unlike the best standalone gene predictors, which are based on generalized hidden Markov ... discriminatively trained to maximize annotation accuracy. In addition, unlike the best annotation pipelines, which rely ... decision rules to combine standalone gene predictors with additional information such as ESTs and protein ... algorithms. Conrad outperforms the best standalone gene predictors in cross-validation and whole chromosome testing...
  • cgam

  • Referenced in 5 articles [sw15309]
  • generalized additive model is fitted by the cgam routine. Given a set of predictors with ... maximum likelihood estimator for the constrained generalized additive model is found using an iteratively...
  • robCompositions

  • Referenced in 16 articles [sw11804]
  • data (Fisher rule), robust regression with compositional predictors and (robust) Anderson-Darling normality tests ... cenLR, isomLR, and their inverse transformations). In addition, visualisation and diagnostic tools are implemented...
  • MetaPSICOV

  • Referenced in 1 article [sw17012]
  • first stage. This two-stage predictor is additionally evaluated on its ability to accurately predict...
  • CVarE

  • Referenced in 2 articles [sw41271]
  • with continuous response and predictors. CVE applies to general additive error regression models while ECVE ... additive error regression models. They operate under the assumption that the predictors can be replaced...
  • scam

  • Referenced in 7 articles [sw15787]
  • generalized additive modelling under shape constraints on the component functions of the linear predictor. Models...
  • SDSM

  • Referenced in 4 articles [sw11813]
  • regional climate forcing. Additionally, the software performs ancillary tasks of predictor variable pre-screening, model...