Journal of Financial Econometrics · 2022 · 27 citations · 29 references
BusinessEconomicsFinanceFinancial EconomicsFinancial MarketsTime Series AnalysisAlgorithmic TradingFutures MarketsHigh-frequency Data AnalysisMarket LiquidityMarket MicrostructureVolatility ModelingAlgorithmic Trading In CommoditiesCurrency Volatility
Abstract We study recurrent patterns in volatility and volume for major cryptocurrencies, Bitcoin and Ether, using data from two centralized exchanges (CEXs; Coinbase Pro and Binance) and a decentralized exchange (DEX; Uniswap V2). We find systematic patterns in both volatility and volume across day-of-the-week, hour-of-the-day, and within the hour. These patterns have grown stronger over the years and are presumably related to algorithmic trading and funding times in futures markets. We also document that price formation mainly takes place on the CEXs while price adjustments on the DEXs can be sluggish.
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