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Here is the first book on applied econometrics using the R system for statistical computing and graphics. It presents handson examples for a wide range of models, from classical linear regression models for crosssection to recent semiparametric extensions.
R is a language and environment for data analysis and...   Essential Statistics, Regression, and Econometrics
Essential Statistics, Regression, and Econometrics provides students with a readable, deep understanding of the key statistical topics they need to understand in an econometrics course. It is innovative in its focus, including real data, pitfalls in data analysis, and modeling issues (including functional forms, causality, and instrumental... 


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