New test detects variance function form without strong assumptions.
A new test has been developed to check the shape of the variance function in a common type of regression model. This test doesn't rely on a smoothing parameter and can detect small differences between the data and the expected pattern. It doesn't need strong assumptions about the data's smoothness. The test was compared to other methods and found to be effective with minimal requirements.