Statistical Modeling to Improve Time Series Forecasting Using Machine Learning, Time Series, and Hybrid Models: A Case Study of Bitcoin Price Forecasting

Statistical Modeling to Improve Time Series Forecasting Using Machine Learning, Time Series, and Hybrid Models: A Case Study of Bitcoin Price Forecasting

Bitcoin (BTC-USD) is a virtual currency that has grown in popularity after its inception in 2008. BTC-USD is an internet communication network that makes using digital money, including digital payments, easy. It offers decentralized clearing of transactions and money supply. This study attempts to a...

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Bibliographic Details
Main Authors: Moiz Qureshi, Hasnain Iftikhar, Paulo Canas Rodrigues, Mohd Ziaur Rehman, S. A. Atif Salar
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Mathematics
Subjects:
bitcoin prices forecasting
time series analysis
investment
time series
machine learning
hybrid models
Online Access:https://www.mdpi.com/2227-7390/12/23/3666
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