• fdrtool

  • Referenced in 30 articles [sw08196]
  • parametric density estimation (Grenander estimator), for monotone regression (isotonic regression and antitonic regression with weights...
  • bnpmr

  • Referenced in 20 articles [sw11018]
  • nonparametric regression. Implements the Bayesian nonparametric monotonic regression method described in Bornkamp & Ickstadt (2009), Biometrics...
  • Monomvn

  • Referenced in 12 articles [sw08173]
  • missing data is monotone. Through the use of parsimonious/shrinkage regressions (plsr, pcr, lasso, ridge ... where standard regressions fail, the package can handle a nearly arbitrary amount of missing data ... approach employing scale-mixtures for Gibbs sampling. Monotone data augmentation extends this Bayesian approach ... Horseshoe (from Carvalho, Polson, & Scott), and ridge regression with model selection via Reversible Jump...
  • monreg

  • Referenced in 2 articles [sw25513]
  • package monreg: Nonparametric Monotone Regression. Estimates monotone regression and variance functions in a nonparametric model...
  • L2WPMA

  • Referenced in 8 articles [sw04326]
  • solves a k = 1 problem (monotonic fit or isotonic regression) for each ... method on identifying turning points and monotonic trends of data from...
  • bisoreg

  • Referenced in 1 article [sw30056]
  • Polynomials. Provides functions for fitting Bayesian monotonic regression models to data...
  • PCDSpline

  • Referenced in 1 article [sw31379]
  • panel count data using monotone splines. Semiparametric regression analysis of panel count data under ... model with and without Gamma frailty using monotone splines...
  • ordinalgmifs

  • Referenced in 5 articles [sw14365]
  • ordinalgmifs: Ordinal Regression for High-dimensional Data. This package provides a function for fitting cumulative ... sample size, using the the generalized monotone incremental forward stagewise method...
  • camel

  • Referenced in 10 articles [sw14318]
  • estimating sparse linear models; (2) Calibrated Multivariate Regression for estimating sparse multivariate linear models ... combination of the dual smoothing and monotone fast iterative soft-thresholding algorithm (MFISTA). The computation...
  • qrnn

  • Referenced in 1 article [sw40518]
  • quantile regression neural network models with optional left censoring, partial monotonicity constraints, generalized additive model...
  • countgmifs

  • Referenced in 1 article [sw37934]
  • function for fitting Poisson and negative binomial regression models when the number of parameters exceeds ... sample size, using the the generalized monotone incremental forward stagewise method...
  • coxphf

  • Referenced in 1 article [sw32658]
  • regression which has been shown to provide a solution in case of monotone likelihood (nonconvergence...
  • splines2

  • Referenced in 1 article [sw32945]
  • splines2: Regression Spline Functions and Classes. Constructs B-splines and its integral, monotone splines...
  • quantregGrowth

  • Referenced in 1 article [sw32615]
  • Charts via Regression Quantiles. Fits non-crossing regression quantiles as a function of linear covariates ... splines with L1-norm difference penalties. Monotonicity constraints on the fitted curves are allowed...
  • woeR

  • Referenced in 1 article [sw33588]
  • algorithm also aims to maintain a monotonic trend in WOE values of consecutive segments ... improving robustness of linear and logistic regression models...
  • OrdFacReg

  • Referenced in 2 articles [sw24879]
  • package OrdFacReg: Least Squares, Logistic, and Cox-Regression with Ordered Predictors. In biomedical studies, researchers ... precise knowledge of the response function, using monotonicity constraints on the ordinal variables improves efficiency...
  • eHOF

  • Referenced in 0 articles [sw18468]
  • Fresco) Models. Extended and enhanced hierarchical logistic regression models (called Huisman-Olff-Fresco in biology ... along one-dimensional gradients including no response, monotone, plateau, unimodal and bimodal models...
  • HSL

  • Referenced in 275 articles [sw00418]
  • HSL (formerly the Harwell Subroutine Library) is a...
  • L2CXFT

  • Referenced in 9 articles [sw00498]
  • A Fortran subroutine applies the method of {\itI...
  • LAPACK

  • Referenced in 1677 articles [sw00503]
  • LAPACK is written in Fortran 90 and provides...