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
setartree
View on CRAN: Click
here
Download and install setartree package within the R console
Install from CRAN:
install.packages("setartree")
Install from Github:
library("remotes")
install_github("cran/setartree") Install by package version:
library("remotes")
install_version("setartree", "0.2.1") Attach the package and use:
library("setartree")
Maintained by
Rakshitha Godahewa
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-02-22
Latest Update: 2023-08-24
Description:
The implementation of a forecasting-specific tree-based model that is in particular suitable for global time series forecasting, as proposed in Godahewa et al. (2022) . The model uses the concept of Self Exciting Threshold Autoregressive (SETAR) models to define the node splits and thus, the model is named SETAR-Tree. The SETAR-Tree uses some time-series-specific splitting and stopping procedures. It trains global pooled regression models in the leaves allowing the models to learn cross-series information. The depth of the tree is controlled by conducting a statistical linearity test as well as measuring the error reduction percentage at each node split. Thus, the SETAR-Tree requires minimal external hyperparameter tuning and provides competitive results under its default configuration. A forest is developed by extending the SETAR-Tree. The SETAR-Forest combines the forecasts provided by a collection of diverse SETAR-Trees during the forecasting process.
How to cite:
Rakshitha Godahewa (2023). setartree: SETAR-Tree - A Novel and Accurate Tree Algorithm for Global Time Series Forecasting. R package version 0.2.1, https://cran.r-project.org/web/packages/setartree. Accessed 07 Mar. 2026.
Other packages that cited setartree R package
View setartree citation profile
Other R packages that setartree depends,
imports, suggests or enhances
Complete documentation for setartree
Functions, R codes and Examples using
the setartree R package
Some associated functions: chaotic_logistic_series . forecast.setarforest . forecast.setartree . reexports . setarforest . setartree-package . setartree . web_traffic_test . web_traffic_train .
Some associated R codes: docData.R . find.split.R . forest.R . setartree-package.R . tree.R . utils.R . Full setartree package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
ReviewR
A portable Shiny tool to explore patient-level electronic health record data
and perform chart revi ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: David Mayer (view profile)
SAMtool
Simulation tools for closed-loop simulation are provided for the 'MSEtool' operating model to inform ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Quang Huynh (view profile)
testDriveR
Provides data sets for teaching statistics and data science courses. It includes a sample of data f ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Christopher Prener (view profile)
portalr
Download and generate summaries for the rodent,
plant, ant, and weather data from the Portal Projec ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Glenda M. Yenni (view profile)
lmSubsets
Exact and approximation algorithms for variable-subset
selection in ordinary linear regression mode ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Marc Hofmann (view profile)
nextGenShinyApps
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
26,264
R Packages
223,360
Dependencies
70,376
Author Associations
26,265
Publication Badges
