In this letter, I exploit the high fraction of retail investors in the early years of the Bitcoin and the introduction of margin trading and short selling by the Bitcoin Exchange Kraken to apply a difference-in-differences approach with four other comparable Bitcoin exchanges to infer causality....

Using short sell transactions data from 2010 to 2016, this paper is the first to provide a comprehensive sample of short selling initiated by retail investors. We find that retail short selling can predict negative stock returns. A trading strategy that mimics weekly retail shorting earns an...

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Examining a set of pilot stocks experiencing releases of short-sale price tests by Regulation SHO, we find a significant decrease in put volume and price pressure of options of the pilot stocks after Regulation SHO. Violations of put-call parity and information content of option trading...

Recent research finds that investors, broadly defined, react to the linguistic tone of quarterly earnings conference calls; there is a positive relation between firms' stock returns and call tone (a measure of “sentiment” related word tabulations). However, this type of soft information can...

We examine the information contained in option trading and short selling using a dynamic VAR model. First, we address whether options and shorts are complements or substitutes. Contrary to existing event studies around option listing introductions, we show short selling and options trading are...