 List of unsolved problems in statistics

There are many longstanding unsolved problems in mathematics for which a solution has still not yet been found.The notable unsolved problems in statistics are generally of a different flavor; according to John Tukey, "difficulties in identifying problems have delayed statistics far more than difficulties in solving problems."