To be clear, everyone does this. Rich people often have more opportunity.
What's really concerning is that people change how they interpret facts in order to rationalize the same decisions.
I have equal amounts of friends (in NYC) talking about their early stage startup investments (Doubleclick! Pinterest!) or their successful stock investments - e.g. the Facebook IPO or buying into Amazon in 2003.