Bitcoin Price Forecasting: An Integrated Approach Using Hybrid LSTM‐ELM Models

C Luo, L Pan, B Chen, H Xu - Mathematical Problems in …, 2022 - Wiley Online Library
In recent years, digital currencies have flourished on a considerable scale, and the markets
of digital currencies have generated a nonnegligible impact on the whole financial system …

Forecasting the price of the cryptocurrency using linear and nonlinear error correction model

JM Kim, C Cho, C Jun - Journal of Risk and Financial Management, 2022 - mdpi.com
We employed linear and nonlinear error correction models (ECMs) to predict the log returns
of Bitcoin (BTC). The linear ECM is the best model for predicting BTC compared to the …

A Bitcoin price prediction model assuming oscillatory growth and lengthening cycles

G Wang, K Hausken - Cogent Economics & Finance, 2022 - Taylor & Francis
This article's motivation is to understand the volatile Bitcoin price increase. The objective is
to develop price estimation methods. The methodology is to present five differential equation …

Metaheuristic assisted hybrid classifier for bitcoin price prediction

R Gupta, JE Nalavade - Cybernetics and Systems, 2023 - Taylor & Francis
Bitcoin has recently been greatly regarded as an investment asset. It is incredibly
unpredictable despite being the biggest digital currency. Therefore, accurate forecasting is …

Time-varying dependence of Bitcoin

A Haffar, É Le Fur - The Quarterly Review of Economics and Finance, 2022 - Elsevier
This paper analyzes Bitcoin investment in terms of portfolio diversification. Over the period
July 2011-April 2021, we use the copula-GARCH approach to test the time-varying …

Kripto para işlemlerini yönlendiren ekonomik ve finansal faktörler: Bitcoin fiyat oluşumu

M Akkaya - TESAM Akademi Dergisi, 2022 - dergipark.org.tr
Kripto para, mal ve hizmet satın almada çevrimiçi işlemleri güvence altına alan güçlü bir
kriptografiye sahip hesap defteri kullanan dijital bir para birimidir Kripto para birimlerinin …

Environmental management from the point of view of the energy intensity of road freight transport and shocks

E Szaruga, E Załoga - … Journal of Environmental Research and Public …, 2022 - mdpi.com
The research aimed to identify the directions of rationalization of the energy intensity of road
freight transport in the context of the long-term balance of the drifting economy. The study …

Prediction of cryptocurrency price based on multiscale Analysis and deep learning

C Luo, L Pan, B Chen, H Xu - Available at SSRN 4092347, 2022 - papers.ssrn.com
In recent years, digital currencies have flourished on a considerable scale, and the markets
of digital currencies have generated a nonnegligible impact on the whole financial system …

Digital Currencies and Macroeconomic Performance: A Global Perspective

TF Oloko, AE Ogbonna… - Bulletin of Monetary …, 2024 - bulletin.bmeb-bi.org
In this study, we explore the IS-LM-BP framework in analysing the effect of digital currencies
on macroeconomic performance from a global perspective. We augment the global …

An extreme bounds analysis of the impact of the COVID-19 outbreak on cryptocurrencies

SD Temkeng, AD Fofack - International Journal of …, 2021 - inderscienceonline.com
The aim of this paper is to find out if the COVID-19 outbreak in the USA has a robust impact
on the prices of cryptocurrencies. Inspired by the literature related to the determinants of …