Market efficiency# Testing the random walk: serial correlation, runs, portmanteau statistics and variance ratios. Kendall: the random walk of prices Kendall: the random walk of prices Fama’s runs test Fama's runs test Ljung-Box portmanteau test Ljung-Box portmanteau test Lo-MacKinlay variance ratio Lo-MacKinlay variance ratio