Illusions you cannot avoid
Probably mentioning this book in 2017 is a bit out of fashion, but there are yet loads of takeaways for understanding systematic biases people inevitably have. The author – Daniel Kahneman, who won Nobel Prize in 2002 for his work on human’s judgement and decision making – introduces those biases with realistic examples throughout the book (some of which are deliberately designed to fool you and you cannot escape even if you know it!).
Systematic biases and risk premia
For financial practitioners, those biases are sometimes keys to understand the nature of risk premia because often they are the very reasons why it exists in the first place. Furthermore in this way, they can provide us some guideline to believe whether the premia is persistence or not in the foreseeable future.
There are currently various ways to access to “risk premia strategy” or “smart beta strategy” via ETFs or other formats especially for institutional investors. Asking if the premia is coming from systematic biases or not could be a reasonable indicator to distinguish between genuine premia and transitory market anomaly. If that is a mere market anomaly, and you believe that a systematic bias is not the one causing it, then it may be arbitraged away anytime soon when large money were put into that factor. Or even worse the factor you rode on might be just the result of the statistical trap like the size factor.
Among these biases, what I found interesting were probability effect and certainty effect.
Probability effect is a bias where people put higher “probability” to rare events than they deserve. This is why so many people keep buying lottery tickets and the reason why stocks with higher skewness underperform the peers with lower skewness.
This is where people value sure things too much than they should from the statistical point of view. People pay more money to shift the probability to 100% from 95% to get relieved. Effectively insurance companies make money from this bias by providing clients the sure protection. Similarly this can explain why put options on S&P500 is far too expensive compared to realised volatility, why there exists the volatility risk premia, and why long VIX futures is always bleeding.
These two are just examples of the fallacy Daniel Kahneman revealed. And by the end of the book, you would realise how stupid we are!
Thinking, Fast and Slow by Daniel Kahneman