Monte Carlo experiment: Consider the following model: Y i = ? 1 + ? 2 X 2i

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Monte Carlo experiment: Consider the following model:

Yi = ?1 + ?2X2i + ?3X3i + ui

You are told that ?1 = 262, ?2 = ?0.006, ?3 = ?2.4, ?2 = 42, and ui??N(0, 42).

Generate 10 sets of 64 observations on ui?from the given normal distribution and use the 64 observations given in the following table, where Y = CM, X2 = PGNP, and X3 = FLR to generate 10 sets of the estimated? coefficients (each set will have the three estimated parameters).Take the averages of each of the estimated? coefficients and relate them to the true values of these coefficients given above. What overall conclusion do you draw?


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Basic Econometrics

ISBN: 978-0073375779

5th edition

Authors: Damodar N. Gujrati, Dawn C. Porter

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