
SemiPar
 Referenced in 640 articles
[sw07116]
 semiparametric regression is based on penalized regression splines and mixed models. Every model in this ... scientists with only a moderate background in regression, though familiarity with matrix and linear algebra...

CMARS
 Referenced in 24 articles
[sw08523]
 nonparametric regression with multivariate adaptive regression splines supported by continuous optimization Regression analysis ... modelling relationships between variables. Multivariate adaptive regression splines (MARS) especially is very useful for high...

earth
 Referenced in 15 articles
[sw08019]
 package earth: Multivariate Adaptive Regression Spline Models. Build regression models using the techniques in Friedman ... papers ”Fast MARS” and ”Multivariate Adaptive Regression Splines”. (The term ”MARS” is copyrighted and thus...

mda
 Referenced in 18 articles
[sw10631]
 flexible discriminant analysis, multivariate adaptive regression splines (MARS), BRUTO...

gss
 Referenced in 252 articles
[sw06099]
 multivariate settings number far less. Smoothing spline ANOVA models are a versatile family of smoothing ... unified framework. Methods are developed for (i) regression with Gaussian and nonGaussian responses...

crs
 Referenced in 5 articles
[sw14045]
 package crs: Categorical Regression Splines. Regression splines that handle a mix of continuous and categorical...

ARESLab
 Referenced in 4 articles
[sw11786]
 ARESLab: adaptive regression splines toolbox for Matlab. ARESLab is a Matlab/Octave toolbox for building piecewise ... linear and piecewisecubic regression models ... using Jerome Friedman’s Multivariate Adaptive Regression Splines technique (also known as MARS). Multivariate Adaptive ... Regression Splines have the ability to model complex and highdimensional data dependencies. The model...

SemiParSampleSel
 Referenced in 4 articles
[sw24025]
 Copula Regression Spline Sample Selection Models: The R Package SemiParSampleSel. Sample selection models deal with ... package SemiParSampleSel which implements copula regression spline sample selection models. The proposed implementation can deal...

BARS
 Referenced in 4 articles
[sw10487]
 Implementation of Bayesian Adaptive Regression Splines (BARS) in C with S and R Wrappers. BARS ... jump MCMC engine to perform splinebased generalized nonparametric regression. It has been shown ... needed subroutines for fitting Poisson regression, manipulating Bsplines (using code created by Bates...

cobs
 Referenced in 6 articles
[sw21863]
 Splines (Sparse Matrix Based). Qualitatively Constrained (Regression) Smoothing Splines via Linear Programming and Sparse Matrices...

GCVPACK
 Referenced in 13 articles
[sw31699]
 data smoothing including ridge regression, thin plate smoothing splines, deconvolution, smoothing of generalized linear models...

bigsplines
 Referenced in 2 articles
[sw16387]
 package bigsplines. Fits smoothing spline regression models using scalable algorithms designed for large samples...

cpr
 Referenced in 1 article
[sw20286]
 Package For Finding Parsimonious BSpline Regression Models via Control Polygon Reduction and Control ... tools for selection of parsimonious Bspline regression models via algorithms coined `control polygon reduction ... reduction’ (CNR). BSplines are commonly used in regression models to smooth data and approximate ... unknown functional forms. BSplines are defined by a polynomial order and a knot sequence...

uniReg
 Referenced in 1 article
[sw25501]
 package uniReg: Unimodal Penalized Spline Regression using BSplines. Univariate spline regression. It is possible ... selfdefined penalties on the Bspline coefficients...

polspline
 Referenced in 5 articles
[sw14736]
 Routines. Routines for the polynomial spline fitting routines hazard regression, hazard estimation with flexible tails...

MortalitySmooth
 Referenced in 11 articles
[sw10483]
 splines and generalized linear array models are employed as a suitable regression methodology. ExtraPoisson...

splines2
 Referenced in 1 article
[sw32945]
 package splines2: Regression Spline Functions and Classes. Constructs Bsplines and its integral, monotone splines...

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

AdaptFit
 Referenced in 2 articles
[sw10486]
 SemiPar package fits semiparametric regression models with spatially adaptive penalized splines...

McSpatial
 Referenced in 2 articles
[sw16522]
 regression, semiparametric and conditionally parametric regression, fourier and cubic spline functions, GMM and linearized spatial ... density functions and counterfactuals, nonparametric quantile regression and conditional density functions, MachadoMata decomposition...