In this thesis, the application of estimation theory to three problems from aerospace research is described. The applications considered deal with spacecraft attitude estimation, software reliabillity modelling and estimation, and with asatellite – based navigation algorithm. Maximum likelihood estimation is used in the software reliaility case and mean – square estimation in the order two applicatons.