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October 27, 2005

Serially Correlated Errors - I

A favorite explanation for serially correlated errors is that the errors are really just unobserved left-out variables and economics time series variables tend to be serially correlated.

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To justify these calculations

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we need these assumptions and conclusions

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The derivation looks something like this:

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If the errors are serially correlated the derivation above is invalid because the covariance terms do not equal zero.

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The bottom line is that the standard calculations assume that the errors are serially independent and, therefore, that the covariance terms can be dropped. If the errors are serially correlated, the formula for the standard error is wrong. Given that serial correlation tends to be positive, the standard error formula leaves out positive terms, causing the calculated result to be too small and causing the t ratio to be too large.

Posted by bparke at 08:35 PM | Comments (0)

October 14, 2005

Dummy Variables

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Posted by bparke at 12:07 AM | Comments (0)

OEQ

old exam questions

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We can apply these ideas to the production functioin example.

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Posted by bparke at 12:03 AM | Comments (0)

October 06, 2005

The Three Variable Regression Model

There is a handout that helps with this material.

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Posted by bparke at 12:39 AM | Comments (0)

Functions & Functional Form

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Posted by bparke at 12:10 AM | Comments (0)