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
cgam
View on CRAN: Click
here
Download and install cgam package within the R console
Install from CRAN:
install.packages("cgam")
Install from Github:
library("remotes")
install_github("cran/cgam")
Install by package version:
library("remotes")
install_version("cgam", "1.21")
Attach the package and use:
library("cgam")
Maintained by
Xiyue Liao
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-03-05
Latest Update: 2023-08-10
Description:
A constrained generalized additive model is fitted by the cgam routine. Given a set of predictors, each of which may have a shape or order restrictions, the maximum likelihood estimator for the constrained generalized additive model is found using an iteratively re-weighted cone projection algorithm. The ShapeSelect routine chooses a subset of predictor variables and describes the component relationships with the response. For each predictor, the user needs only specify a set of possible shape or order restrictions. A model selection method chooses the shapes and orderings of the relationships as well as the variables. The cone information criterion (CIC) is used to select the best combination of variables and shapes. A genetic algorithm may be used when the set of possible models is large. In addition, the cgam routine implements a two-dimensional isotonic regression using warped-plane splines without additivity assumptions. It can also fit a convex or concave regression surface with triangle splines without additivity assumptions. See Liao X, Meyer MC (2019) for more details.
How to cite:
Xiyue Liao (2014). cgam: Constrained Generalized Additive Model. R package version 1.21, https://cran.r-project.org/web/packages/cgam. Accessed 30 Jan. 2025.
Previous versions and publish date:
1.0 (2014-03-05 18:14), 1.1 (2014-04-17 00:13), 1.2 (2014-09-10 21:48), 1.3 (2015-10-01 13:18), 1.4 (2016-04-15 00:43), 1.5 (2016-06-05 18:41), 1.6 (2016-11-02 19:52), 1.7 (2017-07-03 00:16), 1.8 (2017-10-02 09:08), 1.9 (2018-02-15 19:21), 1.10 (2018-04-11 19:42), 1.11 (2018-06-28 21:48), 1.12 (2018-11-08 20:00), 1.13 (2019-04-23 06:10), 1.14 (2019-05-01 19:30), 1.15 (2019-10-13 23:30), 1.16 (2020-09-29 08:40), 1.17 (2021-12-13 18:40), 1.18 (2022-07-18 17:50), 1.19 (2022-10-04 21:50), 1.20 (2022-11-16 13:11)
Other packages that cited cgam R package
View cgam citation profile
Other R packages that cgam depends,
imports, suggests or enhances
Complete documentation for cgam
Functions, R codes and Examples using
the cgam R package
Some associated functions: COforest . Ord . ShapeSelect . best.fit . cgam . cgamm . conc . conv . cubic . decr.conc . decr.conv . decr . in.or.out . incr.conc . incr.conv . incr . mental . plasma . plotpersp . predict.cgam . s.conc.conc . s.conc . s.conv.conv . s.conv . s.decr.conc . s.decr.conv . s.decr.decr . s.decr.incr . s.decr . s.incr.conc . s.incr.conv . s.incr.decr . s.incr.incr . s.incr . s . shapes . tree . umbrella .
Some associated R codes: cgam.R . cgamm.R . Full cgam package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by
helping add
Reviews / comments / questions /suggestions ↴↴↴
Today's Hot Picks in Authors and Packages
WtTopsis
Evaluation of alternatives based on multiple criteria using weighted technique for Order preference ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: zhengyu wu (view profile)
fastmit
A mutual information estimator based on k-nearest neighbor method proposed by A. Kraskov, et al. (20 ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Shiyun Lin (view profile)
kesernetwork
A shiny app to visualize the knowledge networks for the code concepts. Using co-occurrence matrices ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Su-Chun Cheng (view profile)
cinaR
Differential analyses and Enrichment pipeline for bulk 'ATAC-seq' data
analyses. This package combi ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Onur Karakaslar (view profile)
convertid
Gene Symbols or Ensembl Gene IDs are converted using the Bimap interface in 'AnnotationDbi' in conve ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Vidal Fey (view profile)
GGMncv
Estimate Gaussian graphical models with nonconvex penalties ,
including ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Donald Williams (view profile)