• SemiPar

  • Referenced in 588 articles [sw07116]
  • semiparametric regression is based on penalized regression splines and mixed models. Every model in this...
  • ConfBands

  • Referenced in 22 articles [sw12330]
  • Simultaneous confidence bands for penalized spline estimators. In this article, we construct simultaneous confidence bands ... smooth curve using penalized spline estimators. We consider three types of estimation methods ... using the mixed-model framework with the spline coefficients as random effects ... that the mixed-model formulation of penalized splines can help obtain, at least approximately, confidence...
  • gss

  • Referenced in 224 articles [sw06099]
  • multivariate settings number far less. Smoothing spline ANOVA models are a versatile family of smoothing ... covariates. The unifying themes are the general penalized likelihood method and the construction of multivariate...
  • AdaptFitOS

  • Referenced in 5 articles [sw06774]
  • using the mixed model representation of penalized splines in combination with simultaneous probability calculations based...
  • heavy

  • Referenced in 4 articles [sw13216]
  • models, multivariate location and scatter estimation, penalized splines and random variate generation...
  • penDvine

  • Referenced in 2 articles [sw16858]
  • estimation in D-vines using bivariate penalized splines. Flexible Pair-Copula Estimation in D-vines ... using Bivariate Penalized Splines...
  • pspline

  • Referenced in 5 articles [sw14328]
  • package pspline: Penalized Smoothing Splines. Smoothing splines with penalties on order m derivatives...
  • pamfe

  • Referenced in 1 article [sw29774]
  • penalized spline estimator for fixed effects panel data models. Estimating nonlinear effects of continuous covariates ... penalized splines is well established for regressions with cross-sectional data as well ... panel data regressions with random effects. Penalized splines are particularly advantageous since they enable both ... difference approach for the inclusion of penalized splines in this case. We take the resulting...
  • AdaptFit

  • Referenced in 2 articles [sw10486]
  • semiparametric regression models with spatially adaptive penalized splines...
  • GAMBoost

  • Referenced in 5 articles [sw08168]
  • models by likelihood based boosting, using penalized B-splines...
  • survPen

  • Referenced in 1 article [sw30001]
  • package survPen: Multidimensional Penalized Splines for Survival and Net Survival Models. Fits hazard and excess ... hazard models with multidimensional penalized splines allowing for time-dependent effects, non-linear effects...
  • uniReg

  • Referenced in 1 article [sw25501]
  • package uniReg: Unimodal Penalized Spline Regression using B-Splines. Univariate spline regression. It is possible...
  • penRvine

  • Referenced in 1 article [sw26427]
  • Flexible R-vines Estimation Using Bivariate Penalized Splines...
  • SPLINTER

  • Referenced in 1 article [sw15719]
  • high flexibility and smoothness. The B-spline can be fitted to data using ordinary least ... library also offers construction of penalized splines (P-splines...
  • pencopula

  • Referenced in 1 article [sw21033]
  • Flexible Copula Density Estimation with Penalized Hierarchical B-Splines. Flexible copula density estimation with penalized...
  • pendensity

  • Referenced in 1 article [sw11720]
  • Estimation of univariate (conditional) densities using penalized B-splines with automatic selection of optimal smoothing...
  • boostmtree

  • Referenced in 1 article [sw20721]
  • covariate interaction effect is modeled using penalized B-splines (P-splines) with estimated adaptive smoothing...
  • PHMPL

  • Referenced in 3 articles [sw29636]
  • which maximizes a penalized likelihood, and the solution is approximated using splines. The smoothing parameter...
  • CMARS

  • Referenced in 18 articles [sw08523]
  • modelling relationships between variables. Multivariate adaptive regression splines (MARS) especially is very useful for high ... this article, we use a penalized residual sum of squares for MARS as a Tikhonov...
  • SEL

  • Referenced in 2 articles [sw19664]
  • purpose B-splines are used, and the density is obtained by penalized least squares based...