Discusses, in an abstract fashion, approaches to estimation and inference that are most often used in econometrics, including maximum likelihood and method of moments; recent developments in econometrics that allow one to overcome some of the shortcomings in using the standard approaches to estimation. Main emphasis on cross-sectional applications with some mention of time series applications and further discussion of specification analysis and testing.