“…Frequently, however, information on the timing of transactions is unavailable and cannot be computed. In these instances it is necessary to resort to one of the beta estimation methods which utilize lagged and leading market returns (Dimson [19], Scholes and Williams [53], or Cohen, Hawawini, Maier, Schwartz, and Whitcomb [14]) or to use a more ad hoc procedure for avoiding thin trading bias (such as Dimson [17], Ibbotson [36], Schwert [54], Theobald [63], or Cohen, Hawawini, Maier, Schwartz, and Whitcomb [13]).…”