Well, here is sort of an aside to what you are saying. One of the biggest problems retail traders have is they can't even get started quantifying their risk. They are looking at charts, and setting stops. That is their risk "structure". If you go to JPM and see their books and how they trader, it is a slew of statistics, hedged books across multiple instruments, all backed by theory and statistics and years and millions if not billions of trades.
Retail traders seek leverage so they can quit their jobs. They are half right. Seek leverage, and bring risk to the minutest level possible. Between those two extremes lies a vast chasm.
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One of the biggest problems retail traders have is they can't even get started quantifying their risk.
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Like most who fail at what they attempt, it's because they don't know what they are doing.
"Quantifying the risk" is as simple as.... "I'm playing for ___________, and I'm risking ____________ that I'm correct.
(The "risking ______"is to account for noise.)