This pioneering text is a systematic exposition of the theoretical development of the subject, discussing at length the application of the theory in interpreting results in Survey Sampling. In addition, it clarifies how the theory of estimating functions (originating from the works of Godambe and Durbin) plays a major role in analysis of data pertaining to Biostatistics, Econometrics, Time Series Analysis, Reliability studies and other varied fields.