Introduction To Econometrics by James H. Stock

A clear, applied introduction to econometric theory and practice that builds from basic probability and classical linear regression to more advanced topics such as hypothesis testing, heteroskedasticity and autocorrelation-robust inference, instrumental variables for endogeneity, panel data methods, time-series models and forecasting, and models for limited dependent variables; the text emphasizes intuition, interpretation, real-data examples, and practical issues in model specification, estimation and diagnostics so readers can apply econometric tools to answer causal and predictive questions.

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