Here is an example of a very simple algorithm in technical trading. The red line is an exponential weighted moving average of the stock price plotted against the actual price day by day. The rule is when the red line is above the stock price, the price will fall, and when the red line is below the stock price, the price will rise. And it can work rather well. Look at the 5 day example below:
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It works even better on the long run. Here is a one month run. It is all neat and tidy. It looks like any fool can make money, and that this is a huge money spinner. It truly is the Dummies Guide to Getting Rich. So what's the catch?
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Do you know why they call computerized stock traders "day traders"? Because it is too dangerous in technical trading to hold a stock overnight. This is a prime example illustrated below. I am using my favorite whipping boy stock Facebook. All of the above charts are the official stock prices during stock market trading hours. But there is pre-market trading going on. Examine the stock chart below. If you will notice, the blue stock price is above the red line meaning that the stock should go up and up. But the stock is Facebook, and today Facebook will announce their earnings. They aren't expected to be that hot.
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So if you went to bed last night, dreaming of counting your money after Facebook stock rises, you woke up this morning to a nasty surprise. The stock is down over 6% before the market opens. If you were holding a long position overnight, it's not champagne and caviar tonight, but dog food spread thin on crackers.
Technical trading is not for the weak of heart, and as the Gambler says " You got to know when to hold them, when to fold them, when to walk away, and when to run"!
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