A researcher is running a regression to test the hypothesis that the forward interest rate is an unbiased predictor of the future spot rate. The researcher uses a large sample size but is concerned about the potential impact of heteroskedasticity on the estimates of the ordinary least squares parameters. If the regression residuals exhibit heteroskedasticity, which of the following observations is most likely for the researcher to make?