Episodes 149 & 150 ... Aaron Brown (59:21, 64:19)
Interesting guy ... clearly not a conventional thinker or person ... I enjoyed it.
- At AQR ($200 billion quant fund) for a decade
- Didn't like the commute to AQR
- Liked reading numbers in back of newspaper (sports and financial statistics) as a boy
- Read Thorp's Beat the Dealer, fascinated by it
- Grew up in the western US in the 1960s (Seattle)
- Became obsessed with money around age 14 in the early 1970s
- People who lost their jobs in the neighborhood disappeared; it was creepy
- Very shy kid, 14 years old, tried to play poker to make money, and it worked
- Went to Harvard, took a lot of math and statistics, graduate courses only, Harrison White signed off on it
- Harvard grad students are dumber than Harvard undergrads, classes more interesting at grad level
- Becoming better known as pro poker player ... also did a lot of sports betting
- It's hard to scale up when you win at poker
- Your unconscious brain wins poker at the highest levels, not understanding the numbers
- Have to enlist your unconscious brain to win at high levels of poker
- Don't let fear and greed drown out the quiet voices in your brain
- Good traders use their unconscious brain to make good trades
- Sleep deprivation stimulates a certain kind of learning
- You need to know yourself, what motivates you
- Your conscious brain isn't consulted when you make decisions, you just make up excuses after the fact
- 1978-79, people didn't really know how to trade options
- If you could do option math in your head, you could make money
- Floor trading options you can pick up crumbs, but you can't scale
- They were worried about the speed of sound in a 20 foot radius around options specialist post [not the speed of light as in the HFT age, a funny comment]
- You had to physically be in the pit, and the trades were small time, no big lots
- Couldn't get rich betting sports games, but you could get rich running a bookie operation
- Entered Ph.D. program in finance at U. of Chicago
- Managed billion dollar bond fund in the 1980s
- Head of mortgage securities
- Crash of 1987 hurt everyone
- Became a professor for a time
- Went to work for JP Morgan
- It's easy to make money, but hard to keep it
- Invented the term "risk management" (outside of the insurance industry), didn't mean "risk minimization"
- Front office risk manager decides how much traders can bet
- CEO talks to middle office risk manager who talks to the front office risk manager who talks to the traders
- Started at AQR in May 2007 and crisis hit in August 2007
- Cut risk in late July 2007 just by chance
- Losing a worst-case loss for a year every day, day after day, for three days
- Cliff Asness called the bottom of it, whether by chance or not, no one knows [Cliff is now a billionaire]
- Quant equity crisis of 2007, everyone forgot about it after the 2008 crisis hit
- Featured in Scott Patterson's book, The Quants
- 3000 longs and 3000 shorts simultaneously, make tiny gains with massive leverage, that's the idea
- Quant equity funds all had overlapping positions, this was part of the problem
- Funds don't have to report their short positions, only longs
- Brokers can tell you what is Hard To Borrow
- Quants are engineers, logical ... learn from mistakes
- Quants don't like to change bet size just because of losses, hate drawdown control policies
- Down 10% in a month, whether through losses or redemptions, clients can terminate contracts
- Let investors out who want to get out, you don't want them in your fund anyway
- You never want to be in a trade where the risk is managing you
- All words for risk have some opinion attached to it (either positive or negative)
- Traders have a very different idea about risk
- Risk is something we exploit, it's like energy, and we respect it
- Most people like predictability, but some people are more spontaneous
- Gamblers and thrill seekers trade with no edge
- The goal of trading is making money, that's your job, nothing else matters
- Most people don't know why they do what they do
- Most people who try to trade are pursuing some silly illusion
- The best traders do it because they can't imagine doing anything else
- You want to start risk taking when you're young, can't do it when there are "adult stakes"
- The best traders are really bad about explaining how they manage risk
- Traders who try to swing big to make up for past losses, it's a disaster
- But you have to be willing to make big bets even after a series of losses
- How far do things have to go against you before you know that you're wrong?
- Traders internalize two ideas: they might be right and they might be wrong
- How much does it make if you're right, how much does it lose if you're wrong?
- Only need two scenarios in your mind for any trade
- You equally weight both scenarios in your mind
- How much are you willing to lose when you're wrong? Must decide this first
- Most traders leave too much money on the table most of the time
- Most traders spend 80% of pre-trade strategy about capping the downside
- They should spend 80% of the time figuring out what they're going to do if they're right
- How do you exit a trade when you're right? This is the key question
- Some people want to win a lot of pots (at poker) instead of winning a big pot
- You have to know who you are ... do you prefer scalping (winning lots of pots) or holding for a larger gain (winning an occasional big pot)?
- You should know your profit ratio: average win on winning trades divided by the average loss on losing trades
- Your win ratio is going to be whatever it is... think harder about your profit ratio
- Don't try to guess what will happen, just prepare for what might happen
- Risk avoidance mistake: start small and then get bigger (you should reverse this)
- Plan for success! Pick a size and stick with it
- Emotional decision making means reckless decisions
- Focus on median outcomes (not the average outcome) ... look for good median outcomes
- Kelly Criterion teaches us that if you take more risk, all you do is increase probablity and size of bad outcomes
- Every trader MUST understand the Kelly Criterion (read Thorp's book)
- Haghani experiment with bet size with biased coin very telling ... most people (financial professionals) went broke!
- Every finance professor in the country should have been shocked by the Haghani Experiment (but they didn't care)
- Things happen that you can't put in your probability model
- 1% of the time you have no idea what's going to happen -- it's not predictable
- Takes significant amount of resources to maintain a Value at Risk model
- Good non-specialist description of VaR: Financial Risk Management for Dummies (a book he wrote)
- Kelly Criterion teaches you to design trades with maximum loss in mind given your edge ... gets you in the right ballpark
- Haghani Experiment proved most people have no idea how to size a bet
- Professional gamblers he asked all instantly knew the optimal bet size in the Haghani Experiment
- His website: www.eraider.com (lots of fascinating stuff on there)