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
FlexGAM
View on CRAN: Click
here
Download and install FlexGAM package within the R console
Install from CRAN:
install.packages("FlexGAM")
Install from Github:
library("remotes")
install_github("cran/FlexGAM")
Install by package version:
library("remotes")
install_version("FlexGAM", "0.7.2")
Attach the package and use:
library("FlexGAM")
Maintained by
Elmar Spiegel
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-02-21
Latest Update: 2020-06-07
Description:
Standard generalized additive models assume a response function,
which induces an assumption on the shape of the distribution of the
response. However, miss-specifying the response function results in biased
estimates. Therefore in Spiegel et al. (2017)
we propose to estimate the response function
jointly with the covariate effects. This package provides the underlying
functions to estimate these generalized additive models with flexible
response functions. The estimation is based on an iterative algorithm. In
the outer loop the response function is estimated, while in the inner loop
the covariate effects are determined. For the response function a strictly
monotone P-spline is used while the covariate effects are estimated based on
a modified Fisher-Scoring algorithm. Overall the estimation relies on the
'mgcv'-package.
How to cite:
Elmar Spiegel (2018). FlexGAM: Generalized Additive Models with Flexible Response Functions. R package version 0.7.2, https://cran.r-project.org/web/packages/FlexGAM. Accessed 29 Jan. 2025.
Previous versions and publish date:
0.7.0 (2018-02-21 17:40)
Other packages that cited FlexGAM R package
View FlexGAM citation profile
Other R packages that FlexGAM depends,
imports, suggests or enhances
Complete documentation for FlexGAM
Functions, R codes and Examples using
the FlexGAM R package
Some associated functions: Methods . deviance_flexgam . flexgam . match_flexgam_control . outputs . plot_flexgam . predict_flexgam . response_function_flexgam .
Some associated R codes: flexgam_extra.R . flexgam_inner.R . flexgam_optimize.R . flexgam_outputs.R . flexgam_start.R . my_pcls_gam.R . Full FlexGAM 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
rstac
Provides functions to access, search and download spacetime earth
observation data via SpatioTempor ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Felipe Carvalho (view profile)
munfold
Multidimensional unfolding using Schoenemann's algorithm for metric
and Procrustes rotation of unfo ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Martin Elff (view profile)
InSilicoVA
Computes individual causes of death and population cause-specific mortality fractions using the 'InS ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Zehang Richard Li (view profile)
lassoshooting
L1 regularized regression (Lasso) solver using the Cyclic
Coordinate Descent algorithm aka Lasso Sh ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Tobias Abenius (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)