“…The regression analyses employ four proxies for information asymmetry and four for differences of opinion. For information asymmetry, the proxies are firm size (Atiase, 1985), PIN (Easley et al, 1996), stock bid-ask spread and option bid-ask spread (Copeland and Galai, 1983;Glosten and Milgrom, 1985); for differences of opinion, the proxies are stock return volatility (Shalen, 1993), dispersion of earnings forecasts (Diether et al, 2002), sidedness (Sarkar and Schwartz, 2009) and the number of analysts following the firm.…”