Measurement System Analysis (MSA) Expert- Basics to Advanced

Gage R&R Basics, Type 1 Study, Crossed & Nested Study, Attribute Agreement Analysis, Kappa, Kendall’s Coeff.- IATF 16949

Note: Students who complete this course have an option to apply for the certification exam by Quality Gurus Inc. and can achieve the Verified Certification from Quality Gurus Inc. It is optional and there is no separate fee for that.

What you’ll learn

  • Basics of the Measurement System Analysis (MSA).
  • Measurements of Accuracy and Precision.
  • The Effect of Poor Measurement System on the Product Quality.
  • Type 1 Gage Study – How to Perform and Interpret the Results of this Study?.
  • Run Chart – Using Run Chart to Get a Visual Understanding of the Measurement System.
  • Gage Repeatability and Reproducibility Studies (Crossed and Nested) – Understand Clearly Each and Every Number and Graph in the Output.
  • Attribute Agreement Analysis for Discrete Data – Clear Understanding of All Reports and Plots, Including Kappa Value and Kendall’s Coefficient of Concordance.

Course Content

  • Introduction –> 5 lectures • 19min.
  • Basic Concepts –> 3 lectures • 12min.
  • Accuracy –> 5 lectures • 22min.
  • Precision –> 6 lectures • 41min.
  • Type 1 Gage Study –> 13 lectures • 1hr 9min.
  • Run Chart –> 4 lectures • 18min.
  • Linearity and Bias Study –> 4 lectures • 21min.
  • Gage R&R Study (Crossed) –> 13 lectures • 1hr 27min.
  • Nested GRR –> 7 lectures • 35min.
  • Attribute Agreement Analysis –> 12 lectures • 57min.
  • BONUS –> 1 lecture • 1min.

Measurement System Analysis (MSA) Expert- Basics to Advanced

Requirements

  • No prior knowledge of Measurement System Analysis (MSA) is expected. This topic will be explained from the basics..
  • Some understanding of statistical concepts will be helpful. However a high level overview of concepts such as Descriptive Statistics, Process Capability, Hypothesis Testing and ANOVA is included in this course..

Note: Students who complete this course have an option to apply for the certification exam by Quality Gurus Inc. and can achieve the Verified Certification from Quality Gurus Inc. It is optional and there is no separate fee for that.

Before you start taking measurements to ensure the quality of a product or a service, you need to make sure that you have a good measurement system in place. The data collected using a bad measurement system will lead you to the wrong conclusions.

In this course, you will learn about Measurement System Analysis (MSA) starting from the basics.

The course starts with the basic concepts related to measurement and measurement systems.

In this you will learn:

  • The effect of measurement system variation of the quality
  • Two categories of Measurement System Analysis: Gage Repeatability/Reproducibility (for numeric data) and Attribute Agreement Analysis (for discrete data)
  • Resolution and discrimination
  • Accuracy and precision
  • Measurements of accuracy: Bias, Linearity and Stability
  • Measurements of precision: Repeatability and Reproducibility
  • Type 1 Gage Study – Conditions for conducting, Minitab Example, Basic Statistics, Bias,  Capability (Cg and Cgk), Percent Variation. In addition to the interpretation of the results, this section will also explain some basic concepts such as Hypothesis Testing and Process Capability.
  • Run Chart – This will show the results of gage study in an easy-to-understand graphical format.
  • Linearity and Bias Study
  • Gage Repeatability and Reproducibility (GRR) – Crossed – Range Method, Average and Range Method, ANOVA Method, Number of Distinct Categories (NDC). In addition to interpreting the results of the Crossed GRR Study, this section also covers a lecture to explain the basics of ANOVA.
  • Gage Repeatability and Reproducibility (GRR) – Nested – For destructive tests.
  • Attribute Agreement Analysis – for Nominal and Ordinal Data, Kappa Value and Kendall’s Coefficient of Concordance (KCC)

 

 

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