D.E. Shaw is one of the largest quantitative funds in the world ($30 billion or so) and David Shaw himself is reputed to be worth over $2.5 billion. The firm has more than a little investment knowledge.
This Market Insights piece from D.E. Shaw discusses some common errors, especially in path dependence and continuity, that investors make. Worth the time to read.