Mathematics
8 years ago

New test expands accuracy of predicting random variables with explanatory factors

Econometric Theory
Testing a Parametric Model Against a Semiparametric Alternative
Joël L. Horowitz, Wolfgang Karl Härdle

Paper Summary

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The article presents a new method to test a simple model against a more flexible one when studying random variables. By replacing the simple model with a more flexible one, the new test can detect a wider range of possibilities. The researchers showed through experiments that this new test is more reliable and can be applied effectively in real-world situations.