Hypothesis Testing Basics & Identifying Factors (Potential Xs) | Lean Six Sigma Analyze Phase

Welcome to this session on the Lean Six Sigma Analyze Phase, where we focus on two critical concepts used to make data-driven decisions and identify true process drivers—Identification of Factors (Potential Xs) and Basics of Hypothesis Testing. This video is designed to help learners understand how improvement teams move from assumptions to statistical validation. In this video, we cover: ✅ Introduction to the Analyze Phase in DMAIC ✅ What are Potential Xs (Factors)? ✅ Why identifying factors matters in process improvement ✅ Different approaches to identify factors affecting outcomes ✅ Understanding Y = f(X) thinking ✅ Basics of Hypothesis Testing ✅ Null Hypothesis (H0) and Alternate Hypothesis (H1) ✅ Confidence Level and P-Value basics ✅ Statistical thinking for decision making ✅ Practical examples from manufacturing and service industries This session is ideal for: 🎯 Lean Six Sigma Green Belt (LSSGB) 🎯 Lean Six Sigma Black Belt (LSSBB) 🎯 Quality Professionals 🎯 Process Improvement Teams 🎯 Operations Leaders 🎯 Students and Working Professionals By the end of this video, you will understand how to systematically identify factors and validate whether they truly impact process performance. 🌐 Learn more with Advance Innovation Group (AIG) Please Like 👍 Share 🔁 Subscribe 🔔 for more videos on Lean Six Sigma, ISO Standards, Project Management, AI, Information Security, and Digital Transformation. #LeanSixSigma #AnalyzePhase #HypothesisTesting #PotentialXs #DMAIC #ProcessImprovement #OperationalExcellence #ContinuousImprovement #Statistics #Minitab #LSSGB #LSSBB