Discusses the asymptotic theory of semimartingales needed for researchers working in the area of statistical inference for stochastic processes. This book covers topics that include: asymptotic likelihood theory, quasi-likelihood, likelihood and efficiency, inference for counting processes, and inference for semimartingale regression models.