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Quality Control and Non-Destructive Inspection Using the Multinomial Distribution

Steve Brunton via YouTube

Overview

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Learn about quality control and non-destructive inspection through a 14-minute educational video that explores the practical application of the multinomial distribution. Discover how to analyze batch reliability by testing sub-samples and measuring defective items. Explore key concepts including sample group definition, sample space counting methodology, and the process of counting m-defective events. Progress through a structured examination of how these concepts generalize into the multinomial distribution. Produced at the University of Washington with funding from the Boeing Company, gain valuable insights into statistical quality control methods used in industrial applications.

Syllabus

Intro
Defining Sample Groups
Counting the Sample Space
Counting m-defective Events
Generalizing: The Multinomial Distribution
Outro

Taught by

Steve Brunton

Reviews

5.0 rating, based on 1 Class Central review

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  • Bruno Leonardo Zumba
    This video on Quality Control and Non-Destructive Inspection Using the Multinomial Distribution by Steve Brunton is incredibly insightful. The explanation is clear and concise, making a complex topic accessible even to those with limited background in statistics. I found the use of the multinomial distribution in the context of quality control particularly interesting. Highly recommended for anyone in engineering, manufacturing, or data science.

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