• MPTinR

  • Referenced in 15 articles [sw11244]
  • Model selection can be done using AIC, BIC, or the Fisher Information Approximation...
  • Glmulti

  • Referenced in 12 articles [sw10544]
  • support (e.g., (Q)AIC, (Q)AICc, or BIC) are returned, allowing model selection and multi...
  • QICD

  • Referenced in 12 articles [sw19679]
  • different method: the cross validation and BIC for quantile regression model. Details are described...
  • rqPen

  • Referenced in 5 articles [sw19266]
  • evaluates different models with cross validation or BIC, including a large p version ... BIC...
  • gRapHD

  • Referenced in 6 articles [sw14378]
  • minimizing information criteria such as AIC or BIC, and for displaying the independence graphs...
  • JMfit

  • Referenced in 4 articles [sw14766]
  • measures including the decomposition of AIC and BIC as well as ∆AIC and ∆BIC recently...
  • BMIRT ToolKit

  • Referenced in 5 articles [sw13942]
  • model fit statistics such as AIC, BIC, DIC, in multidimensional, multi-group item response theory...
  • BAS

  • Referenced in 5 articles [sw24118]
  • Other model selection criteria include AIC, BIC and Empirical Bayes estimates of g. Sampling probabilities...
  • HMMmix

  • Referenced in 4 articles [sw13500]
  • estimate the number of hidden states, BIC-like criteria are derived. A simulation study...
  • plsdof

  • Referenced in 3 articles [sw12201]
  • based on various information criteria (aic, bic, gmdl) or on cross-validation. Estimates...
  • MHTrajectoryR

  • Referenced in 3 articles [sw18786]
  • model selection by maximizing the BIC criterion. Thus, we avoid the calibration of penalty...
  • kml3d

  • Referenced in 3 articles [sw21147]
  • Harabatz, Ray and Turie, Davies and Bouldin, BIC,...) and propose a graphical interface for choosing...
  • ProtTest 3

  • Referenced in 3 articles [sw23032]
  • Akaike Information Criterion (AIC), Bayesian Information Criterion (BIC) score or Decision Theory Criterion...
  • bnstruct

  • Referenced in 3 articles [sw29260]
  • algorithm. Available scoring functions are BDeu, AIC, BIC. The package also implements methods for generating...
  • AICcmodavg

  • Referenced in 2 articles [sw17768]
  • classes. Functions also implement model selection using BIC. Objects following model selection and multimodel inference...
  • crrstep

  • Referenced in 2 articles [sw28754]
  • risks (Fine & Gray 1999). Procedure uses AIC, BIC and BICcr as selection criteria. BICcr...
  • glmtree

  • Referenced in 2 articles [sw33576]
  • user’s criterion of choice among BIC / AIC / test set Gini. The formal development...
  • RmixmodCombi

  • Referenced in 1 article [sw35467]
  • determined from the data, typically using the BIC criterion. In practice, however, individual clusters ... number of clusters. This is because BIC selects the number of mixture components needed...
  • DMR

  • Referenced in 1 article [sw13419]
  • generalized information criterion (GIC, default BIC). The main function of the package is DMR, which...
  • MvBinary

  • Referenced in 1 article [sw15146]
  • carried out by the maximization of the BIC criterion by a deterministic (faster) algorithm...