{"id":66159,"date":"2020-11-13T12:03:44","date_gmt":"2020-11-13T17:03:44","guid":{"rendered":"https:\/\/ibkrcampus.com\/?p=66159"},"modified":"2023-03-14T09:38:47","modified_gmt":"2023-03-14T13:38:47","slug":"kurtosis-leverage-lack-of-liquidity-crazy-market-moves","status":"publish","type":"post","link":"https:\/\/www.interactivebrokers.com\/campus\/traders-insight\/securities\/macro\/kurtosis-leverage-lack-of-liquidity-crazy-market-moves\/","title":{"rendered":"Kurtosis + Leverage + Lack of Liquidity = > Crazy Market Moves"},"content":{"rendered":"\n<p>Thinking back on this week\u2019s market moves, I have been wrestling with questions about why we saw such a ferocious move on Monday.&nbsp; Pfizer\u2019s (PFE) vaccine news was undoubtedly a positive, especially its efficacy.&nbsp; But why was the news treated like a \u201cblack swan?\u201d&nbsp; Was there anyone who did not believe that a vaccine was in the works?&nbsp; Wasn\u2019t this buoyant stock market already looking forward to a post-pandemic recovery in a few months?&nbsp;<\/p>\n\n\n\n<p>Earlier this week I wrote about the seemingly immediate rotation from growth stocks to their value-oriented brethren.\u00a0 If markets were indeed factoring in the potential for growth in a post-pandemic economy, investors should have taken the vaccine news in relative stride.\u00a0 Yet they lurched violently.\u00a0 I heard one quantitative investor quoted as saying this was the type of move that shouldn\u2019t have happened.\u00a0 But it did.\u00a0 And how many times in the past year have we heard comments to that effect?\u00a0 If something that should almost never happen actually occurs with relative frequency, then it is likely that someone needs reassess his probability assumptions.<\/p>\n\n\n\n<p>The following rubric helps explain why we see larger than expected moves occur more often than expected:<\/p>\n\n\n\n<p><strong>Kurtosis + Leverage + Lack of Liquidity =&gt; Crazy Market Moves<\/strong><\/p>\n\n\n\n<p>The word \u201ckurtosis\u201d may be unfamiliar to many.&nbsp; It is a statistical term that refers to the steepness of a distribution.&nbsp; Distributions with higher kurtosis have \u201cfatter tails\u201d than a normal distribution.&nbsp; In practical terms, that means that unlikely events happen more than one might expect.&nbsp; That is pretty much the exact situation that we see in markets.&nbsp;<\/p>\n\n\n\n<p>One might then wonder how teams of well-trained quants could routinely miscalculate a somewhat basic statistical concept.&nbsp; I will argue that they don\u2019t.&nbsp; Instead, they fail to reckon with two market concepts that are even more basic: leverage and liquidity.&nbsp; Leverage can increase returns, but it ca also magnify losses.&nbsp; If you feel more certain about an outcome, the more you are willing to risk.&nbsp; But as anyone who has ever received a margin call will recognize, investing with leverage can force someone into trades that they otherwise don\u2019t want to make.&nbsp; When you see a violent market move, you can be almost certain that someone\u2019s portfolio is in pain.&nbsp;<\/p>\n\n\n\n<p>The old adage says \u201ctrade when you can, not when you have to.\u201d&nbsp; Leveraged trades that are moving against an investor force him into trades that he has to make.&nbsp; One reason why that is especially painful is that forced trades require someone to consume liquidity.&nbsp; When a trader is required to consume liquidity it puts him at the mercy of others.&nbsp; And those others are not known for being merciful.&nbsp; (I speak from decades of experience here)&nbsp; During periods of high volatility, market makers widen their bid\/ask spreads and shrink the size of their quotes.&nbsp; This is often less about greed than self-preservation.&nbsp; Market making has been described as trying to pick up pennies on train tracks.&nbsp; It might be lucrative, but you\u2019d better not get hit by an oncoming train.&nbsp; The liquidity reducing actions that I described above are one of the few ways that market makers can remain nimble enough to avoid catastrophe during sudden market realignments.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Thinking back on this week\u2019s market moves, I have been wrestling with questions about why we saw such a ferocious move on 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