Results 1 to 10 of about 142,289 (158)

Hybrid Deep Reinforcement Learning for Pairs Trading

open access: yesApplied Sciences, 2022
Pairs trading is an investment strategy that exploits the short-term price difference (spread) between two co-moving stocks. Recently, pairs trading methods based on deep reinforcement learning have yielded promising results.
Sang-Ho Kim   +2 more
doaj   +3 more sources

Application of Kalman Filter to Estimate Dynamic Hedge Ratio in Pairs Trading Strategy: A Case Study of the Automobile Industry [PDF]

open access: yesتحقیقات مالی, 2023
Objective: Pairs trading strategies have been around since the mid-1980s and have gained widespread acceptance in recent years. A pairs trading strategy is one of the forms of statistical arbitrage done to make a profit. It bases on the return related to
Mohammad Javad Nourahmadi   +1 more
doaj   +1 more source

Pairs Trading Based on Empirical Mode Decomposition (EMD) [PDF]

open access: yesIranian Journal of Finance, 2023
As a trading strategy, pairs trading is performed based on the arbitrage opportunities extracted from statistical models. It is an outcome of the distance between an asset pair and the equilibrium state.
Bahareh Zarintaj   +2 more
doaj   +1 more source

Pairs-Trading System Using Quantum-Inspired Combinatorial Optimization Accelerator for Optimal Path Search in Market Graphs

open access: yesIEEE Access, 2023
Pairs-trading is a trading strategy that involves matching a long position with a short position in two stocks aiming at market-neutral profits. While a typical pairs-trading system monitors the prices of two statistically correlated stocks for detecting
Kosuke Tatsumura   +4 more
doaj   +1 more source

Pairs Trading Strategies in Cryptocurrency Markets: A Comparative Study between Statistical Methods and Evolutionary Algorithms

open access: yesEngineering Proceedings, 2023
Pairs trading is a popular quantitative trading strategy with the advantage of a similarity in price movement to financial assets. Assuming that the price spreads of trading pairs are mean-reverting, this strategy exploits the disequilibrium in financial
Po-Chang Ko   +5 more
doaj   +1 more source

Pairs Trading in Cryptocurrency Markets

open access: yesIEEE Access, 2020
Pairs trading is a strategy based on exploiting mean reversion in prices of securities. Even though these strategies have been shown to perform well for equities, their performance is unknown for the field of cryptocurrencies, usually perceived as ...
Miroslav Fil, Ladislav Kristoufek
doaj   +1 more source

An Advanced Optimization Approach for Long-Short Pairs Trading Strategy Based on Correlation Coefficients and Bollinger Bands

open access: yesApplied Sciences, 2022
In the financial market, commodity prices change over time, yielding profit opportunities. Various trading strategies have been proposed to yield good earnings. Pairs trading is one such critical, widely-used strategy with good effect.
Chun-Hao Chen   +3 more
doaj   +1 more source

Comparative Study of Pair Trading Techniques in Pakistan’s Financial and Non-Financial Sector

open access: yesReviews of Management Sciences, 2023
Purpose: This study attempts to empirically investigate the pair trading performance of financial and non-financial firms in Pakistan. Methodology: Daily data from 2008 to 2017 was collected for nine years.
Marina Afzal   +2 more
doaj   +1 more source

Pairs Trading; A Comparison between Student-t and Vine Copulas [PDF]

open access: yesتحقیقات مالی, 2022
Objective: The main purpose of the present research was to compare the performance of pairs trading based on the Vine Copula, Student's t Copula, and Distance approaches. This was done for the first time on the Tehran Stock Exchange (TSE).
Maryam Davallou, Ardavan Yazdi
doaj   +1 more source

Emergence and structure of decentralised trade networks around dark web marketplaces

open access: yesScientific Reports, 2022
Dark web marketplaces (DWMs) are online platforms that facilitate illicit trade among millions of users generating billions of dollars in annual revenue.
Matthieu Nadini   +5 more
doaj   +1 more source

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