R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
lgspline
View on CRAN: Click
here
Download and install lgspline package within the R console
Install from CRAN:
install.packages("lgspline")
Install from Github:
library("remotes")
install_github("cran/lgspline")
Install by package version:
library("remotes")
install_version("lgspline", "0.2.0")
Attach the package and use:
library("lgspline")
Maintained by
Matthew Davis
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-04-22
Latest Update: 2025-04-24
Description:
Implements Lagrangian multiplier smoothing splines for flexible nonparametric regression and function estimation. Provides tools for fitting, prediction, and inference using a constrained optimization approach to enforce smoothness. Supports generalized linear models, Weibull accelerated failure time (AFT) models, quadratic programming problems, and customizable arbitrary correlation structures. Options for fitting in parallel are provided. The method builds upon the framework described by Ezhov et al. (2018) <doi:10.1515/jag-2017-0029> using Lagrangian multipliers to fit cubic splines. For more information on correlation structure estimation, see Searle et al. (2009) <ISBN:978-0470009598>. For quadratic programming and constrained optimization in general, see Nocedal & Wright (2006) <doi:10.1007/978-0-387-40065-5>. For a comprehensive background on smoothing splines, see Wahba (1990) <doi:10.1137/1.9781611970128> and Wood (2006) <ISBN:978-1584884743> "Generalized Additive Models: An Introduction with R".
How to cite:
Matthew Davis (2025). lgspline: Lagrangian Multiplier Smoothing Splines for Smooth Function Estimation. R package version 0.2.0, https://cran.r-project.org/web/packages/lgspline. Accessed 08 May. 2025.
Previous versions and publish date:
0.1.0 (2025-04-22 16:20)
Other packages that cited lgspline R package
View lgspline citation profile
Other R packages that lgspline depends,
imports, suggests or enhances
Complete documentation for lgspline
Functions, R codes and Examples using
the lgspline R package
Full lgspline package
functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
MultiATSM
Estimation routines for several classes of affine term structure of interest rates models. All the m ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Rubens Moura (view profile)
MXM
Many feature selection methods for a wide range of response variables, including minimal, statistica ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Konstantina Biza (view profile)
gaussDiff
A collection difference measures for multivariate Gaussian
probability density functions, such as t ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Henning Rust (view profile)
trajr
A toolbox to assist with statistical analysis of animal trajectories. It provides simple access to a ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jim McLean (view profile)
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
gms
A collection of tools to create, use and maintain modularized model code written in the modeling
la ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jan Philipp Dietrich (view profile)
24,205
R Packages
207,311
Dependencies
65,312
Author Associations
24,206
Publication Badges
