The Link Between Measurement System, Signal, Power, Confidense and Sample Size!
Автор: Stats Like Jazz
Загружено: 2025-09-10
Просмотров: 174
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Links:
• Signal to Noise Ratio for ANOVA | Importan...
• Confidence Intervals on Mean Values
My Kitchen Scale: https://www.soehnle-professional.com/...
Ever wondered if the weight on your meat label is truly accurate? 🧐 In this video, Phil and I dive deep into the world of measurement systems, statistical power, alpha levels, and sample size to show you exactly how to prove whether that label weight differs from the true value.
We break down complex statistical concepts into easy-to-understand explanations, using a real-world example of meat packaging to illustrate their practical application. You'll learn:
The critical role of measurement systems in ensuring data reliability.
What statistical power is and why it's crucial for valid conclusions.
How alpha (significance) levels impact your decisions.
The direct link between sample size and your ability to detect a difference.
Whether you're a quality control professional, a statistics student, or simply curious about how statistics can be used to verify claims, this video offers valuable insights. Join us to unlock the secrets behind robust data analysis and make informed decisions!
Chapters:
0:00 Introduction
0:54 Why NEVER to skip MSA
2:40 The Plot Thickens (my example)
4:11 Sample Size Calculation in JMP
11:04 How to Phrase the Question RIGHT!
13:06 Outro
#statistics #qualitycontrol #measurementaccuracy #measurementanddata #statisticalanalysis #samplesize #significance #datascience #processimprovement #leansixsigma
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