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Can you elucidate the role of advanced statistical techniques such as regression analysis and hypothesis testing in quality assurance processes, particularly in identifying root causes

Can you elucidate the role of advanced statistical techniques such as regression analysis and hypothesis testing in quality assurance processes, particularly in identifying root causes of defects and variation within production systems?

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