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
sufficientForecasting
View on CRAN: Click
here
Download and install sufficientForecasting package within the R console
Install from CRAN:
install.packages("sufficientForecasting")
Install from Github:
library("remotes")
install_github("cran/sufficientForecasting") Install by package version:
library("remotes")
install_version("sufficientForecasting", "0.1.0") Attach the package and use:
library("sufficientForecasting")
Maintained by
Jing Fu
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-02-17
Latest Update: 2023-02-17
Description:
The sufficient forecasting (SF) method is implemented by this package for a single time series forecasting using many predictors and a possibly nonlinear forecasting function. Assuming that the predictors are driven by some latent factors, the SF first conducts factor analysis and then performs sufficient dimension reduction on the estimated factors to derive predictive indices for forecasting. The package implements several dimension reduction approaches, including principal components (PC), sliced inverse regression (SIR), and directional regression (DR). Methods for dimension reduction are as described in: Fan, J., Xue, L. and Yao, J. (2017) <doi:10.1016/j.jeconom.2017.08.009>, Luo, W., Xue, L., Yao, J. and Yu, X. (2022) <doi:10.1093/biomet/asab037> and Yu, X., Yao, J. and Xue, L. (2022) <doi:10.1080/07350015.2020.1813589>.
How to cite:
Jing Fu (2023). sufficientForecasting: Sufficient Forecasting using Factor Models. R package version 0.1.0, https://cran.r-project.org/web/packages/sufficientForecasting. Accessed 05 Mar. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited sufficientForecasting R package
View sufficientForecasting citation profile
Other R packages that sufficientForecasting depends,
imports, suggests or enhances
Complete documentation for sufficientForecasting
Functions, R codes and Examples using
the sufficientForecasting R package
Some associated functions: SF.CI . SF.DR . SF.PC . SF.SIR . SF . dataExample . getK . sufficientForecasting-package .
Some associated R codes: SF.CI.R . SF.DR.R . SF.PC.R . SF.R . SF.SIR.R . css.R . dataExample.R . getK.R . sir.R . sufficientForecasting-package.R . Full sufficientForecasting package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
neat
Includes functions and examples to compute NEAT, the Network
Enrichment Analysis Test described in ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Mirko Signorelli (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)
roccv
Cross validate large genetic data while specifying clinical variables that should always be in the m ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Ben Sherwood (view profile)
pinp
A 'PNAS'-alike style for 'rmarkdown', derived from the
'Proceedings of the National Academy of Scie ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Dirk Eddelbuettel (view profile)
ClimClass
Classification of climate according to Koeppen - Geiger, of aridity
indices, of continentality indi ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Emanuele Eccel (view profile)
imagefx
Synthesize images into characteristic features for time-series analysis or machine learning applicat ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Alex J.C. Witsil (view profile)
26,264
R Packages
223,360
Dependencies
70,244
Author Associations
26,265
Publication Badges
