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Introductory Econometrics

Using Monte Carlo Simulation with Microsoft Excel

Introductory Econometrics by Humberto Barreto
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This highly accessible and innovative text with supporting web site uses Excel (R) to teach the core concepts of econometrics without advanced mathematics. It enables students to use Monte Carlo simulations in order to understand the data generating process and sampling distribution. Intelligent repetition of concrete examples effectively conveys the properties of the ordinary least squares (OLS) estimator and the nature of heteroskedasticity and autocorrelation. Coverage includes omitted variables, binary response models, basic time series, and simultaneous equations. The authors teach students how to construct their own real-world data sets drawn from the internet, which they can analyze with Excel (R) or with other econometric software. The accompanying web site with text support can be found at
Cambridge University Press; December 2005
ISBN 9781107713796
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Title: Introductory Econometrics
Author: Humberto Barreto; Frank Howland