paper-with-me

Papers

BitMEX Funding Correlation with Bitcoin Exchange Rate

2019-11-26

This paper examines the relationship between Inverse Perpetual Swap contracts, a Bitcoin derivative akin to futures and the margin funding interest rates levied on BitMEX. This paper proves the Heteroskedastic nature of funding rates and goes onto establish a causal relationship between the funding rates and the Bitcoin inverse Perpetual swap contracts based on Granger causality. The paper further dwells into developing a predictive model for funding rates using best-fitted GARCH models. Implications of the results are presented, and funding rates as a predictive tool for gauging the market trend is discussed.

📄 PDF Abstract BibTeX arXiv:1912.03270

Code (0)

등록된 구현이 없습니다.

Similar Papers 제목 키워드 기반

The Recurrent Reinforcement Learning Crypto Agent

2022-01-12 · Gabriel Borrageiro, Nick Firoozye, Paolo Barucca

We demonstrate a novel application of online transfer learning for a digital assets trading agent. This agent uses a powerful feature space representation in the form of an echo state network, the output of which is made…

reinforcement-learningReinforcement LearningReinforcement Learning (RL)Transfer Learning

Liquidation, Leverage and Optimal Margin in Bitcoin Futures Markets

2021-02-09 · Zhiyong Cheng, Jun Deng, Tianyi Wang, Mei Yu

Using the generalized extreme value theory to characterize tail distributions, we address liquidation, leverage, and optimal margins for bitcoin long and short futures positions. The empirical analysis of perpetual bitco…

Periodicity in Cryptocurrency Volatility and Liquidity

2021-09-24 · Peter Reinhard Hansen, Chan Kim, Wade Kimbrough

We study recurrent patterns in volatility and volume for major cryptocurrencies, Bitcoin and Ether, using data from two centralized exchanges (Coinbase Pro and Binance) and a decentralized exchange (Uniswap V2). We find …

Algorithmic Trading

Bitcoin Risk Modeling with Blockchain Graphs

2018-05-12

A key challenge for Bitcoin cryptocurrency holders, such as startups using ICOs to raise funding, is managing their FX risk. Specifically, a misinformed decision to convert Bitcoin to fiat currency could, by itself, cost…

Institutional Adoption and Correlation Dynamics: Bitcoin's Evolving Role in Financial Markets

2025-01-17 · Di wu

Bitcoin, widely recognized as the first cryptocurrency, has shown increasing integration with traditional financial markets, particularly major U.S. equity indices, amid accelerating institutional adoption. This study ex…

Management