[ACCESS RESTRICTED TO THE UNIVERSITY OF MISSOURI AT AUTHOR'S REQUEST.] This dissertation consists of three essays. The first essay extends Kyle (1985)'s informed trading model to allow for multiple informed traders, noise in informed traders' private signals and the probability of information events. The first essay's main theoretical findings are: (a) Other than the intuitive effect of incurring loss, noise in private signals may preserve informed traders' profit by dampening competition. When the noise level is relatively low, the competition dampening effect dominates. What's more important, there is an optimal noise level at which informed traders' profit is maximized. (b) If the optimal noise level can be implemented, then strong form ...