In this paper we use the tools and frameworks from Oxford University’s postgraduate diploma in financial strategy to study the performance and benefits of algorithmic trading strategies (algos), and specifically those that use artificial intelligence (AI) and machine learning (ML).We discover...

Do rating agencies increase or decrease financial market stability? This paper analyzes whether credit rating agencies may help to avoid inefficient self-fulfilling credit defaults. If investors follow risk-dominant strategies, we show that rating announcements and investors' private information...

We provide detailed descriptions, including over 550 mathematical formulas, for over 150 trading strategies across a host of asset classes (and trading styles). This includes stocks, options, fixed income, futures, ETFs, indexes, commodities, foreign exchange, convertibles, structured assets,...

This paper examines the relation between share pledging and corporate risk-taking in an environment featured by strong government intervention and high information opacity. We find that during the years 2005 through 2015, the level of share pledging is associated with less volatile earnings and...

In this article, we show that only distressed firms not identified as distressed by creditors are able to transfer wealth from creditors to shareholders. Using the number of years to future bankruptcy as a proxy for genuine distress and measures based on observable firm characteristics as...

A growing class of investors specializes in funding distressed firms. Specialization allows these investors to develop valuable expertise, which in principle can contribute to overall economic efficiency. Notwithstanding this argument, we show that specialized distress investors (SDIs) can...

This paper examines the hedge fund investment strategy of buying junior claims of Chapter 11 debtors and playing an activist role in the bankruptcy process. These hedge funds are often accused of rent-seeking by managers. I use a new methodology to conduct the first empirical study of this...

This paper investigates the role of activist hedge funds in the restructuring of a sample of 469 firms that attempted to resolve distress either out of court, in conventional Chapter 11, or via prepackaged restructuring. Activist hedge funds strategically gain a position of influence in the...

This paper examines local bias in the context of venture capital (VC) investments. Based on a sample of US VC investments between 1980 and June 2009, we find more reputable VCs (older, larger, more experienced, and with stronger IPO track record) and VCs with broader networks exhibit less local...