• CausalGAM

  • Referenced in 2 articles [sw15401]
  • CausalGAM: Estimation of Causal Effects with Generalized Additive Models. This package implements various estimators ... regression estimator—that make use of generalized additive models for the treatment assignment model and/or...
  • Mcmcpack

  • Referenced in 48 articles [sw07974]
  • Scythe Statistical Library Version 1.0.3. All models return coda mcmc objects that can then ... some additional density functions and pseudo-random number generators for statistical distributions, a general purpose...
  • InterpretML

  • Referenced in 2 articles [sw30904]
  • interpretability (ex: linear models, rule lists, generalized additive models), and blackbox explainability techniques for explaining...
  • gammSlice

  • Referenced in 1 article [sw26760]
  • package gammSlice: Generalized Additive Mixed Model Analysis via Slice Sampling. Uses a slice sampling-based ... conduct Bayesian fitting and inference for generalized additive mixed ... models. Generalized linear mixed models and generalized additive models are also handled as special cases ... generalized additive mixed models. The methodology and software is described in Pham, T.H. and Wand...
  • QV Calculator

  • Referenced in 2 articles [sw26360]
  • proportional-hazard models for survival data, generalized additive models, etc. The QV Calculator is written...
  • PROC GAM

  • Referenced in 1 article [sw12075]
  • Procedure. The GAM procedure fits generalized additive models as those models are defined by Hastie ... thin-plate smoothing splines. The generalized additive models fit by the GAM procedure combine ... explored simultaneously; the distributional flexibility of generalized linear models (Nelder and Wedderburn 1972). Thus ... more details on the form of generalized additive models. The GAM procedure does the following...
  • trioGxE

  • Referenced in 2 articles [sw31702]
  • genetic attribute by fitting a generalized additive model to case-parent trio data, 2) produces...
  • pyGAM

  • Referenced in 1 article [sw29783]
  • pyGAM: Generalized Additive Models in Python. pyGAM is a package for building Generalized Additive Models...
  • HYST

  • Referenced in 6 articles [sw20137]
  • HYST approach provides a single place for model modification, generating modified input sources ... formats of several tools. Additionally, we illustrate a general model transformation pass based on pseudo...
  • HIBITS

  • Referenced in 3 articles [sw30626]
  • past realizations. We develop a frequentist modeling framework that provides efficient inference and more accurate ... approaches such as logistic regression, generalized additive mixed model, models for ordinal data, gradient boosting...
  • N-way Toolbox

  • Referenced in 28 articles [sw12996]
  • unimodality, orthogonality; Fitting models with missing values (using expectation maximization); Fitting models with a weighted ... using a given model; Predicting the dependent variable(s) of PLS models; Performing multi ... cross-validation of models; Calculating core consistency of PARAFAC models; Using additional diagnostic tools ... models in Tucker models; Plus additional utility functions. In addition to the N-way toolbox...
  • CDGAM

  • Referenced in 1 article [sw26138]
  • Algorithm for Clustered Data Generalized Additive Modelling with S-PLUS. We present ... implement the clustered data generalized additive marginal modelling (CDGAM) strategy proposed by Berhane and Tibshirani...
  • PANDAS

  • Referenced in 19 articles [sw10402]
  • foam and tissue engineering. In general, porous media models include the interacting behaviour ... skeleton and a pore-fluid flow. In addition, thermal as well as chemical and electrochemical...
  • Cardinal

  • Referenced in 10 articles [sw06999]
  • this paper we present Cardinal, a general finite sets constraint solver just made publicly available ... modelling: we focus essentially on digital circuits problems, for which we present new modelling approaches ... that sets alone can be used to model these problems in a clean manner ... cardinalities. Additionally, to further extend modelling capabilities and efficiency, we generalized Cardinal to actively consider...
  • CAPUSHE

  • Referenced in 44 articles [sw13365]
  • Slope heuristics: overview and implementation. Model selection is a general paradigm which includes many statistical ... Supplemental Materials containing further information and an additional application, the CAPUSHE package and the datasets...
  • FLIRT

  • Referenced in 18 articles [sw02671]
  • addition, it can be run with a number of different transformation models (degrees of freedom ... implements a general cost function weighting scheme for all cost functions...
  • BayesTree

  • Referenced in 57 articles [sw07995]
  • BART: Bayesian Additive Regression Trees. We develop a Bayesian “sum-of-trees” model where each ... basis elements. Motivated by ensemble methods in general, and boosting algorithms in particular, BART...
  • pgam

  • Referenced in 1 article [sw25118]
  • Gamma Additive Models. This work is an extension of the state space model for Poisson ... semiparametric specification. Just like the generalized additive models (GAM), cubic splines are used for covariate...
  • spsmooth

  • Referenced in 1 article [sw13818]
  • smoother basis objects for use in Generalized Additive Models, as estimated by package:mgcv...
  • GAMens

  • Referenced in 1 article [sw32661]
  • Tibshirani’s (1990, ISBN:978-0412343902) generalized additive models (GAMs) as base classifiers. Once...