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- To test for robustness, consider the following steps12:
- Check assumptions: Test if your results are robust to the possibility that one of your assumptions might not be true.
- Subject the system to stressful conditions: Conduct tests under various conditions such as high temperatures, humidity, pressure, and vibration.
Learn more:✕This summary was generated using AI based on multiple online sources. To view the original source information, use the "Learn more" links.Often, robustness tests test hypotheses of the format: H0: The assumption made in the analysis is true. H1: The assumption made in the analysis is false. This tells us what “robustness test” actually means - we’re checking if our results are robust to the possibility that one of our assumptions might not be true.nickchk.com/robustness.htmlRobustness testing is typically conducted by subjecting the system to a variety of stressful conditions, such as high temperatures, high humidity, high pressure, and high levels of vibration.www.geeksforgeeks.org/robustness-testing/ - People also ask
Nick Huntington-Klein - Robustness Tests: What, Why, and How
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WEBRobustness testing allows researchers to explore the stability of their main estimates to plausible variations in model specifications.
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