• SemiPar

  • Referenced in 761 articles [sw07116]
  • special case of the linear mixed model or its generalized counterpart. This book is very ... from their collaborative research have driven the selection of material and emphases and are used ... suitable for several audiences. One audience consists of students or working scientists with only ... consists of statistically oriented scientists who have a good working knowledge of linear models...
  • Bolasso

  • Referenced in 29 articles [sw31649]
  • present a detailed asymptotic analysis of model consistency of the Lasso. For various decays ... equivalents of the probability of correct model selection (i.e., variable selection). For a specific rate ... enter the model with probability tending to one exponentially fast, while it selects all other ... Lasso bootstrap estimates leads to consistent model selection. This novel variable selection algorithm, referred...
  • np

  • Referenced in 103 articles [sw10543]
  • consistent model specification tests for parametric mean regression models and parametric quantile regression models, among ... applied settings. Data-driven methods of bandwidth selection are emphasized throughout, though we caution...
  • expsmooth

  • Referenced in 46 articles [sw11122]
  • calculation, prediction intervals and procedures for model selection. In this book, all of the important ... brought together in a coherent manner with consistent notation. In addition, many new results...
  • DMRnet

  • Referenced in 2 articles [sw29393]
  • exceeds the number of observations. The selected model consists of a subset of numerical regressors...
  • FarmSelect

  • Referenced in 1 article [sw32319]
  • Adjusted Robust Model Selection. Implements a consistent model selection strategy for high dimensional sparse regression...
  • MvBinary

  • Referenced in 1 article [sw15146]
  • binary parameter (positive or negative dependency). Model selection consists in the estimation of the repartition ... optimal) algorithm. Tool functions facilitate the model interpretation...
  • ROCKET

  • Referenced in 13 articles [sw30016]
  • mild assumptions, without relying on oracle model selection results. ROCKET requires the same number ... consistent estimator of an element in the precision matrix under a Gaussian model. Hence...
  • PELLPACK

  • Referenced in 20 articles [sw00698]
  • problem-solving environment (PSE) PELLPACK for modeling physical objects described by partial differential equations (PDEs ... domain or mesh partitioning, machine and data selection, visualization, and various other tasks. Its total ... code. Its open-ended software architecture consists of several software layers. The top layer ... interactive graphical interface for specifying the PDE model and its solution framework. This interface saves...
  • PBoostGA

  • Referenced in 4 articles [sw17431]
  • selection. Variable selection has consistently been a hot topic in linear regression models, especially when ... data. Variable ranking, an advanced form of selection, is actually more fundamental since selection...
  • RandGA

  • Referenced in 4 articles [sw35808]
  • linear regression models. In general, a good variable selection ensemble should consist of a diverse...
  • BIONJ

  • Referenced in 30 articles [sw08301]
  • same agglomerative scheme as NJ, which consists of iteratively picking a pair of taxa, creating ... order model of the variances and covariances of evolutionary distance estimates. This model is well ... sequences. At each step it permits the selection, from the class of admissible reductions...
  • CALPUFF

  • Referenced in 10 articles [sw34665]
  • applications involving complex meteorological conditions when the selection and use occur in agreement with ... CALPUFF’s Regulatory Status). The modeling system consists of three main components...
  • DEX

  • Referenced in 12 articles [sw27282]
  • options (alternatives), the task is to select the option that best satisfies the goals ... facilitates the following: acquisition of decision models, which are composed of: a hierarchy of attributes ... functions that are defined by decision rules; consistency checking of decision rules; acquisition, evaluation...
  • snp

  • Referenced in 2 articles [sw37499]
  • models without and with sample selection, respectively. The proposed estimators are root-n consistent...
  • MixMoGenD

  • Referenced in 6 articles [sw08624]
  • seen as a model selection problem. The competing models are compared using penalized maximum likelihood ... consistency of the resulting estimator (K ^ n ,S ^ n ). An associated algorithm named mixture model ... avoid an exhaustive search of the optimum model, we propose a modified Backward-Stepwise algorithm ... enables a better search of the optimum model among all possible cardinalities...
  • GLUE

  • Referenced in 8 articles [sw30755]
  • analyzing natural language understanding systems. GLUE consists of: A benchmark of nine sentence- or sentence ... tasks built on established existing datasets and selected to cover a diverse range of dataset ... diagnostic dataset designed to evaluate and analyze model performance with respect to a wide range...
  • STAPL

  • Referenced in 16 articles [sw00910]
  • Standard Template Library (STL). It is sequentially consistent for functions with the same name ... that currently provide a SPMD model of parallelism, and supports nested parallelism. The library ... modeling, and graph algorithms. STAPL provides several different algorithms for some library routines, and selects...
  • IsingFit

  • Referenced in 4 articles [sw33250]
  • combines l1-regularized logistic regression with model selection based on the Extended Bayesian Information Criterion ... relevant relationships between variables. The resulting network consists of variables as nodes and relevant relationships...
  • DeepQA

  • Referenced in 1 article [sw15927]
  • selecting a few good models out of a large model pool consisting of mostly ... unsolved problem. We introduce a novel single-model quality assessment method DeepQA based on deep ... number of selected features describing the quality of a model from different perspectives, such ... trained on several large datasets consisting of models from the Critical Assessment of Protein Structure...