I have a problem with the interpretation of a test result in which the p-value is
8.6e-28. How should it be interpreted? What is the
Specifically, I used White’s Test for the homoscedasticity assumption of a linear regression:
White's general test statistic : 150.0535 Chi-sq( 9) P-value = 8.6e-28
e is standard scientific notation for powers of 10:
8.6e-28 means 8.6⋅10−28.
The White test tests for heteroscedasticity of a variable’s distribution, most commonly in the residuals of your regression. A significant result indicates that your data are significantly heteroscedastic, and thus the assumption of homoscedasticity in the regression residuals is violated. In your case the data violate the assumption of homoscedasticity, as your p value is 8.6⋅10−28. The
e is standard scientific notation for powers of 10.