In this paper we examine unanticipated outliers of stock market. Weather these outliers are truly Black Swans that can not be anticipated or they are avoidable? Also we try to evolve a quantitative strategy to earn superior returns. The simple strategy not only removes outliers from portfolio...

Women typically participate less than men in the stock market, while also scoring lower on financial literacy. We explore the link between the gender gap in stock market participation and financial literacy. Using survey data on a random sample of 1,300 individuals that is representative of the...

We study investor networks in the stock market, through the lens of information network theory. We use a unique account level dataset of all trades on the Istanbul Stock Exchange in 2005, to identify traders who are similar in their trading behavior as linked in an empirical investor network...

There is substantial variation in risk taking, with women typically taking less risk than men. In this talk I will go through some relevant studies on this topic, as well as discuss the relationship with stock market participation

The last 30 years saw substantial increases in wealth inequality and in stock market participation, smaller increases in consumption inequality and the fraction of indebted households, a decline in interest rates and in the expected equity premium, as well as a prolonged stock market boom....

Previous research calculates realized internal rates of return on angel investments but does not estimate expected returns. We present the first estimates of expected returns on angel investments by applying a consistent statistical framework to a new data set. Our sample spans 1972 to 2007 with...

This paper tests the performance of individuals' equity investments. We study over 40,000 accounts and 950,000 trades from a large discount broker. Individuals invest heavily in local stocks and put 14% more into these stocks than a market-neutral portfolio would suggest. Using holdings-based...

This paper studies Chinese warrant price deviation. By observing “asymmetric price error” phenomena, we propose that the rational hedging and speculation motivation is one important cause for warrant price deviations. Investors do not speculate irrationally under the resale motivation all...

Stock market participation rates have been quite stable or even dropped over the last years although more households regularly use the Internet. This observation contradicts earlier scientific evidence that the advent of the Internet increased stock market participation rates. Based on...

To understand how real investors use their beliefs and preferences in investing decisions, we examine a panel survey of self-directed online investors at a UK bank. The survey asks for return expectations, risk expectations, and risk tolerance of these investors in three-month intervals between...