Other packages > Find by keyword >

ATAforecasting  

Automatic Time Series Analysis and Forecasting using the Ata Method
View on CRAN: Click here


Download and install ATAforecasting package within the R console
Install from CRAN:
install.packages("ATAforecasting")

Install from Github:
library("remotes")
install_github("cran/ATAforecasting")

Install by package version:
library("remotes")
install_version("ATAforecasting", "0.0.61")



Attach the package and use:
library("ATAforecasting")
Maintained by
Ali Sabri Taylan
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-03-08
Latest Update: 2025-09-03
Description:
The Ata method (Yapar et al. (2019) ), an alternative to exponential smoothing (described in Yapar (2016) , Yapar et al. (2017) ), is a new univariate time series forecasting method which provides innovative solutions to issues faced during the initialization and optimization stages of existing forecasting methods. Forecasting performance of the Ata method is superior to existing methods both in terms of easy implementation and accurate forecasting. It can be applied to non-seasonal or seasonal time series which can be decomposed into four components (remainder, level, trend and seasonal). This methodology performed well on the M3 and M4-competition data. This package was written based on Ali Sabri Taylan
How to cite:
Ali Sabri Taylan (2021). ATAforecasting: Automatic Time Series Analysis and Forecasting using the Ata Method. R package version 0.0.61, https://cran.r-project.org/web/packages/ATAforecasting. Accessed 26 Aug. 2026.
Previous versions and publish date:
0.0.52 (2021-03-08 08:40), 0.0.53 (2021-10-11 09:20), 0.0.54 (2021-10-20 09:10), 0.0.55 (2021-10-22 16:30), 0.0.56 (2021-12-08 22:10), 0.0.57 (2022-04-22 22:40), 0.0.60 (2023-06-12 12:50), (2026-07-09 07:57)
Other packages that cited ATAforecasting R package
View ATAforecasting citation profile
Other R packages that ATAforecasting depends, imports, suggests or enhances
Complete documentation for ATAforecasting
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

clinUtils  
General Utility Functions for Analysis of Clinical Data
Utility functions to facilitate the import, the reporting and analysis of clinical data. Example ...
Download / Learn more Package Citations See dependency  
ncodeR  
Techniques for Automated Classifiers
A set of techniques that can be used to develop, validate, and implement automated classifiers. A po ...
Download / Learn more Package Citations See dependency  
leafgl  
High-Performance 'WebGl' Rendering for Package 'leaflet'
Provides bindings to the 'Leaflet.glify' JavaScript library which extends the 'leaflet' JavaScript l ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
PCADSC  
Tools for Principal Component Analysis-Based Data Structure Comparisons
A suite of non-parametric, visual tools for assessing differences in data structures for two datase ...
Download / Learn more Package Citations See dependency  
RCytoGPS  
Using Cytogenetics Data in R
Defines classes and methods to process text-based cytogenetics using the CytoGPS web site, then imp ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA