
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 scalemixtures 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 Highdimensional 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 softthresholding 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 Bsplines and its integral, monotone splines...

quantregGrowth
 Referenced in 1 article
[sw32615]
 Charts via Regression Quantiles. Fits noncrossing regression quantiles as a function of linear covariates ... splines with L1norm 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 CoxRegression 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 HuismanOlffFresco in biology ... along onedimensional 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...