Journal of Mathematics Theory and Applications
Vol. 2 No. 2 (2024): Edisi April 2024

Prediksi Harga Bitcoin Menggunakan Metode ARIMA

Ebenhasier Liunokas (Unknown)
Kresentius Iku Kobesi (Unknown)
Cecilia Novianti Salsinha (Unknown)



Article Info

Publish Date
30 Apr 2024

Abstract

This study aims to predict bitcoin prices using the time series method. One of the time series methods used is the ARIMA model. The data used is secondary data obtained from the site https://finance.yahoo.com in the form of monthly closing price data. Monthly closing price data starting from August 2017 to July 2022 totaling 60 data. The data obtained is used to predict bitcoin prices for the next 10 months, namely August 2022 to May 2023. The results show that the ARIMA(0,2,2) model is the best model chosen. The prediction results using the ARIMA model (0,2,2) for August 2022 to May 2023 are 25,674.46; 26018.57; 26,362.68; 26,706.79; 27050.90; 27,395.01; 27,739.13; 28083.24; 28,427.35 and 28,771.46. The results of this prediction show that the price of bitcoin will increase and the difference between the actual price and the predicted results is not much different from the actual data on the price of bitcoin.

Copyrights © 2024






Journal Info

Abbrev

J-Math

Publisher

Subject

Computer Science & IT Decision Sciences, Operations Research & Management Education Health Professions Immunology & microbiology

Description

Journal of Mathematics Theory and Applications (J-MATH) merupakan jurnal ilmiah elektronik yang disediakan oleh Program Studi Matematika Universitas Timor. J-MATH mempublikasikan hasil penelitian baru di semua bidang matematika. J-MATH diperuntukkan untuk para peneliti, dosen, guru, mahasiswa, dan ...