Specta Journal of Technology
Vol. 7 No. 3 (2023): SPECTA Journal of Technology

Analisis Peramalan Inflasi Di Kota Balikpapan Menggunakan Metode ARIMA

Lembang, Gebryani Rante (Unknown)
Silfiani, Mega (Unknown)
Fitria, Irma (Unknown)

Article Info

Publish Date
31 Dec 2023

Abstract

Uncontrolled inflation is one of the problems in a country's economy. This is because inflation is used as a reference for monetary policy. However, controlling the inflation rate is relatively difficult to do. Therefore, an accurate inflation rate forecast is needed so that it can predict future inflation. This research aims to predict future inflation using the ARIMA method. The data used in this research is inflation in Balikpapan City from January 2016 to December 2022. From the analysis results, the best ARIMA method for predicting inflation in Balikpapan City is ARIMA([1,2,12],0,[6]) which has an RMSE value of 0.22886. Further research that can be carried out to improve the accuracy of Balikpapan City inflation forecasting is the use of combined methods or adding independent variables that are able to explain Balikpapan City inflation in the future.

Copyrights © 2023




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Journal Info
Specta Journal of Technology
Website

Abbrev

sjt

Publisher

Institut Teknologi Kalimantan

Subject

Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Electrical & Electronics Engineering Environmental Science

Description

SPECTA journal is published by Lembaga Penelitian dan Pengabdian kepada Masyarakat, Institut Teknologi Kalimantan, Balikpapann Indonesia. SPECTA is an open-access peer reviewed journal that mediates the dissemination of academicians, researchers, and practitioners in the field of Physics, ...