Package iClick OSSR for Tracking The Best ARIMA Model

Gumgum Darmawan; Nuning Kurniasih; Darmawan Napitupulu; Dahlan Abdullah; Nanik Kurniawati; Ansari Saleh Ahmar

Joint Workshop KO2PI and The 1st International Conference on Advance & Scientific Innovation

Research Article

Package iClick OSSR for Tracking The Best ARIMA Model

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@INPROCEEDINGS{10.4108/eai.23-4-2018.2277596,
    author={Gumgum Darmawan and Nuning Kurniasih and Darmawan Napitupulu and Dahlan Abdullah and Nanik Kurniawati and Ansari Saleh Ahmar},
    title={Package iClick OSSR for Tracking The Best ARIMA Model},
    proceedings={Joint Workshop KO2PI and The 1st International Conference on Advance \& Scientific Innovation},
    publisher={EAI},
    proceedings_a={ICASI},
    year={2018},
    month={7},
    keywords={arima package iclick ossr},
    doi={10.4108/eai.23-4-2018.2277596}
}

Gumgum Darmawan
Nuning Kurniasih
Darmawan Napitupulu
Dahlan Abdullah
Nanik Kurniawati
Ansari Saleh Ahmar
Year: 2018
Package iClick OSSR for Tracking The Best ARIMA Model
ICASI
EAI
DOI: 10.4108/eai.23-4-2018.2277596

Gumgum Darmawan¹^,*, Nuning Kurniasih², Darmawan Napitupulu³, Dahlan Abdullah⁴, Nanik Kurniawati⁵, Ansari Saleh Ahmar⁶

1: Department of Statistics, Faculty of Mathematics and Natural Science, Universitas Padjadjaran, Bandung, Indonesia
2: Faculty of Communication Sciences, Library and Information Science Program, Universitas Padjadjaran, Bandung, Indonesia
3: Research Center for Quality System and Testing Technology, Indonesian Institute of Sciences, Jakarta Indonesia
4: Department of Informatics, Universitas Malikussaleh, Aceh, Indonesia
5: The National Archive of The Republic of Indonesia (ANRI)
6: Department of Statistics, Faculty of Mathematics and Natural Science, Universitas Negeri Makassar, Makassar, Indonesia

*Contact email: gumgum@unpad.ac.id

Abstract

Package iClick is one of many packages in OSSR (opensource Software R) that have many syntaxes. There is five principle iclick syntax available in this package. GUI features of this package make researcher can easily use this package. In this paper, we study about getting the best ARIMA (Autoregressive Moving Average) model. We use IBM data which are available in this package. To track the best ARIMA model, order of ARIMA is tried from 1,2 and 3. According to the result, ARIMA with order 2 is suitable for IBM data because of the significance of parameter and white noise.

Keywords: arima package iclick ossr

Published: 2018-07-04
Publisher: EAI

: http://dx.doi.org/10.4108/eai.23-4-2018.2277596