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
srlTS
View on CRAN: Click
here
Download and install srlTS package within the R console
Install from CRAN:
install.packages("srlTS")
Install from Github:
library("remotes")
install_github("cran/srlTS") Install by package version:
library("remotes")
install_version("srlTS", "0.1.1") Attach the package and use:
library("srlTS")
Maintained by
Ryan Andrew Peterson
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-12-14
Latest Update:
Description:
An implementation of sparsity-ranked lasso for time series data. This methodology is especially useful for large time series with exogenous features and/or complex seasonality. Originally described in Peterson and Cavanaugh (2022) <doi:10.1007/s10182-021-00431-7> in the context of variable selection with interactions and/or polynomials, ranked sparsity is a philosophy with methods useful for variable selection in the presence of prior informational asymmetry. This situation exists for time series data with complex seasonality, as shown in Peterson and Cavanaugh (2023+) <doi:10.48550/arXiv.2211.01492>, which also describes this package in greater detail. The Sparsity-Ranked Lasso (SRL) for Time Series implemented in 'srlTS' can fit large/complex/high-frequency time series quickly, even with a high-dimensional exogenous feature set. The SRL is considerably faster than its competitors, while often producing more accurate predictions. Also included is a long hourly series of arrivals into the University of Iowa Emergency Department with concurrent local temperature.
How to cite:
Ryan Andrew Peterson (2023). srlTS: Sparsity-Ranked Lasso for Time Series. R package version 0.1.1, https://cran.r-project.org/web/packages/srlTS. Accessed 04 Jun. 2026.
Previous versions and publish date:
0.1.1 (2023-12-14 09:00)
Other packages that cited srlTS R package
View srlTS citation profile
Other R packages that srlTS depends,
imports, suggests or enhances
Complete documentation for srlTS
Functions, R codes and Examples using
the srlTS R package
Some associated functions: internal . predict.srlTS . srlTS . uihc_ed_arrivals .
Some associated R codes: data.R . helpers.R . prediction.R . srlTS.R . Full srlTS package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
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)
AMPLE
Three Shiny apps are provided that introduce Harvest Control Rules (HCR) for fisheries management.
...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Finlay Scott (view profile)
phers
Use phenotype risk scores based on linked clinical and genetic data
to study Mendelian disease and ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jake Hughey (view profile)
murphydiagram
Data and code for the paper by Ehm, Gneiting, Jordan and
Krueger ('Of Quantiles and Expectiles: Con ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Fabian Krueger (view profile)
shinybusy
Add indicators (spinner, progress bar, gif) in your 'shiny'
applications to show the user that the ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Victor Perrier (view profile)
golem
An opinionated framework for building a production-ready
'Shiny' application. This package contains ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Colin Fay (view profile)
27,268
R Packages
233,548
Dependencies
72,590
Author Associations
27,205
Publication Badges
