Seasonal time series forecasting: a comparative study of ari…
Established
94
Citations15
Refs2006
Year
Search Works
Work Details
- DOI 10.4314/ajst.v5i2.15330
- OpenAlex ID W2034098634
- Type Article
- Language EN
- Published 17 May 2006
- Volume 5 (2)
- Source African Journal of Science and Technolog…
- Publisher African Journals OnLine
- FWCI 1.45
- Countries 1
- Institutions 2
- Added 24 Jun 2016
- Updated 16 Oct 2026
External Links
MENU
0
Seasonal time series forecasting: a comparative study of arima and ann models
Article 2006 EN
This paper addresses the concerns of Faraway and Chatfield (1998) who questioned the forecasting ability of Artificial Neural Networks (ANN). In particular the paper compares the performance of Artificial Neural Networks (ANN) and ARIMA models in forecasting of seasonal (monthly) Time series. Using the Airline data which Faraway and Chatfield (1998) used and two other data sets and taking into con…
94
Citations
15
References
3
Authors
1.45
FWCI
Citations by Year
Last 15 yearsTopics
Keywords
Authors & Affiliations
3 authors| # | Author | Institutions | ORCID |
|---|---|---|---|
| 1 | John Mwaniki Kihoro | Jomo Kenyatta University of Ag… (KE) | |
| 2 | RO Otieno | Jomo Kenyatta University of Ag… (KE) | — |
| 3 | C Wafula | Kenyatta University (KE) | — |
Related Works
10Data: OpenAlex