1. Estimating The Exchange Rate of the Canadian Dollar
... standard of errors will be high in this case it is and, making the t-statistic lower and maybe insignificant. Heteroscedasticity If the variance is different across the sample, the errors are said to be heteroscedastic. This means that there is unequal scatter for the model's residuals, which is commonly encountered with cross-section data. If we ignore the presence of heteroscedasticity ... and apply the OLS procedure, some of the properties of the estimators are altered. Heteroscedasticity exists when the errors or residuals do not have a ... constant variance a cross an entire range ...
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