There is a large gap between what finance models predict for individual investor behavior and what can be observed in their actual behavior. Portfolio theory assumes that investors form expectations about return and risk of securities and select portfolios according to their expectations and risk preferences. As a consequence they should hold broadly diversified portfolios and trade very little. But instead, private investors have been shown to hold underdiversified portfolios, to trade frequently, to take high idiosyncratic risk, and to gamble in the stock market. To understand this striking differences the investment process itself needs greater scrutiny. How do real investors use their beliefs and preferences in investing decisions? We e...