There's a research in the finance world on this topic that says picking stocks by throwing dart works better than a managed mutual fund, for instance.
Here's the article on that topic which I thought was interesting.
And a small video of a debate on the topic with someone who followed that practice.
Some investor did try to test this theory. They built 3 portfolios of 10 stocks each in various indexes in India and weren't too impressed with the outcome.