Economics Asked on January 4, 2022
I was writing some code akin to a sound limiter when it occurred to me that if you could find something fluctuating in price between two extremes (what and when those extremes would be isn’t relevant I think, just the fact that between those extremes there exists a space where the "signal" would always return to) you could theoretically leverage that in a market setting.
If such fluctuations had sine-wave like properties you could write an algorithm that "buys" below zero and "sells" above zero and generate a profit this way. (I’m using quotes because I really don’t mean to exclusively ask about financial markets or stocks, just any exchange that fits the description)
This raises some possibilities:
What’s going on here?
I’ve tried finding information on this subject but I’m having a hard time formulating a query. To me, this has all the hallmarks of something that would appear either as a game in game theory or as a problem category in computer science, however it seems to me that it is essentially an economics question, that’s why I’m asking it here.
I’ve also tried asking on another site with an ill conceived practical example, but that never got me past 1, or at least the discussion never really went beyond the practical example.
Generally, it's a combination of 2 and 3.
You can't predict that a stock will go up and down in cycles. Stock prices move randomly. Let's say you're looking at one stock, and it goes down so your algorithm buys some and waits for it to go back up. What happens if it never goes back up higher than it started as? Then you lost money.
Even worse: Even if it does go back to where it started with, you still lost money. Stocks have an overall upward trend, so you have to make more than a certain amount of money, or otherwise you would've been better off by just buying random stocks!
Why do stock prices move randomly? According to the "Efficient Market Hypothesis", stocks move randomly because all non-random information is already being exploited by other people (point 3) until it stops being profitable to do so. Thousands of people might get a couple of cents each from the fluctuations.
When something has a regular fluctuation - like ice-cream prices perhaps - there's a reason. Maybe (hypothetically, if ice-cream prices fluctuated a lot) you could make money by buying ice-cream in winter and selling it in summer. You'd have to have a big refrigerated warehouse, and that would be a legitimate way to make money, it wouldn't just be a financial gain.
Answered by user253751 on January 4, 2022
This sort-of happens when a currency is pegged (or similar). The central bank tries to keep its currency within the band, and it is profitable to trade on that basis.
So long as investors believe that the band can hold, they will keep the price of the currency within that band on their own.
However, if the credibility of the peg is questioned, it can be extremely profitable to position for a move outside the band. You have limited risk if the peg holds, but a large profit if it breaks. (Look up the history of the failure of the Exchange Rate Mechanism (ERM), from which the UK git ejected.)
There is a literature on “self-fulfilling currency runs,” but it would be challenging reading for someone new to the field.
Answered by Brian Romanchuk on January 4, 2022
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