Measurement System Analysis (MSA) Expert (Accredited)

Measurement System Analysis (MSA) Expert (Accredited), available at $84.99, has an average rating of 4.61, with 74 lectures, 8 quizzes, based on 473 reviews, and has 2645 subscribers.

You will learn about Understand the basics of Measurement System Analysis (MSA) to ensure accurate and reliable measurements for quality assurance. Learn how measurements of accuracy and precision impact the quality of your product or service. Grasp the effect of a poor measurement system on product quality, leading to incorrect conclusions and decisions. Perform and interpret a Type 1 Gage Study, including conditions for conducting the study, using Minitab examples, and understanding key statistics. Use run charts to get a visual understanding of your measurement system, simplifying complex data into easy-to-understand graphical formats. Conduct Gage Repeatability and Reproducibility (GRR) Studies, both crossed and nested, and understand each number and graph in the output. Gain a clear understanding of Attribute Agreement Analysis for discrete data, including all reports and plots, Kappa Value, and Kendall's Coefficient of Concord Master the concepts of hypothesis testing and process capability as they relate to MSA. Understand the Number of Distinct Categories (NDC) in GRR studies to gauge the discriminatory power of your measurement system. Boost your career prospects by mastering MSA, a critical component of quality assurance and Six Sigma methodologies. This course is ideal for individuals who are Quality Managers or Quality Engineers or Production Managers or Anyone involved in the measurement process It is particularly useful for Quality Managers or Quality Engineers or Production Managers or Anyone involved in the measurement process.

Enroll now: Measurement System Analysis (MSA) Expert (Accredited)

Summary

Title: Measurement System Analysis (MSA) Expert (Accredited)

Price: $84.99

Average Rating: 4.61

Number of Lectures: 74

Number of Quizzes: 8

Number of Published Lectures: 74

Number of Published Quizzes: 8

Number of Curriculum Items: 82

Number of Published Curriculum Objects: 82

Original Price: $74.99

Quality Status: approved

Status: Live

What You Will Learn

Understand the basics of Measurement System Analysis (MSA) to ensure accurate and reliable measurements for quality assurance.
Learn how measurements of accuracy and precision impact the quality of your product or service.
Grasp the effect of a poor measurement system on product quality, leading to incorrect conclusions and decisions.
Perform and interpret a Type 1 Gage Study, including conditions for conducting the study, using Minitab examples, and understanding key statistics.
Use run charts to get a visual understanding of your measurement system, simplifying complex data into easy-to-understand graphical formats.
Conduct Gage Repeatability and Reproducibility (GRR) Studies, both crossed and nested, and understand each number and graph in the output.
Gain a clear understanding of Attribute Agreement Analysis for discrete data, including all reports and plots, Kappa Value, and Kendall's Coefficient of Concord
Master the concepts of hypothesis testing and process capability as they relate to MSA.
Understand the Number of Distinct Categories (NDC) in GRR studies to gauge the discriminatory power of your measurement system.
Boost your career prospects by mastering MSA, a critical component of quality assurance and Six Sigma methodologies.

Who Should Attend

Quality Managers
Quality Engineers
Production Managers
Anyone involved in the measurement process

Target Audiences

Quality Managers
Quality Engineers
Production Managers
Anyone involved in the measurement process

Note: Students who complete this course can apply for the certification exam by Quality Gurus Inc. and achieve the Verified Certification from Quality Gurus Inc. It is optional, and there is no separate fee for it. Quality Gurus Inc. is the Authorized Training Partner (ATP # 6034) of the Project Management Institute (PMI®) and the official Recertification Partner of the Society for Human Resource Management (SHRM®)

The verified certification from Quality Gurus Inc. provides you with 6.0 pre-approved PMI PDUs and 6.0 SHRM PDCs at no additional cost to you.

This course is accredited by The CPD Group (UK). You are eligible to claim 6.0 CPDs for this course (Accreditation# 1016217)

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

This course will teach you about Measurement System Analysis (MSA), starting with 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 on 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 interpreting the results, this section will explain some basic concepts, such as Hypothesis Testing and Process Capability.
Run Chart – This will show the results of the 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)

Course Curriculum

Chapter 1: Introduction

Lecture 1: Welcome to the Course

Lecture 2: Introduction

Lecture 3: Quality Gurus Inc Certificate, Digital Badge, PMI PDUs, SHRM PDCs (Optional)

Lecture 4: Download Course Slides

Lecture 5: The Effect of Measurement Variation

Lecture 6: Two Categories of MSA

Chapter 2: Basic Concepts

Lecture 1: True vs. Reference Value

Lecture 2: Resolution or Discrimination

Lecture 3: Accuracy vs. Precision

Chapter 3: Accuracy

Lecture 1: Measurement Accuracy vs. Precision

Lecture 2: Bias

Lecture 3: Linearity

Lecture 4: Stability

Lecture 5: Accuracy – Conclusion

Chapter 4: Precision

Lecture 1: Precision – Repeatability

Lecture 2: Precision – Reproducibility

Lecture 3: Normal Distribution – An Overview

Lecture 4: Gage R and R

Lecture 5: Measurement Variation

Lecture 6: Precision to Tolerance Ratio (PTR)

Chapter 5: Type 1 Gage Study

Lecture 1: Recap – Measurement System Analysis

Lecture 2: Type 1 Gage Study – Introduction

Lecture 3: Type 1 Gage Study – Conditions

Lecture 4: Type 1 Gage Study – Minitab Demonstration

Lecture 5: Descriptive Statistics

Lecture 6: Bias

Lecture 7: Is the Bias Significant? t-Test

Lecture 8: Process Capability – Part 1

Lecture 9: Process Capability – Part 2

Lecture 10: Process Capability – Part 3

Lecture 11: Gage Capability – Part 1

Lecture 12: Gage Capability – Part 2

Lecture 13: Gage Percent Var

Chapter 6: Run Chart

Lecture 1: Run Chart – Introduction

Lecture 2: Run Chart Using Minitab

Lecture 3: Run Chart – Interpretation

Lecture 4: Within and Between Variation

Chapter 7: Linearity and Bias Study

Lecture 1: Linearity and Bias Study – Introduction

Lecture 2: Linearity and Bias Study – Minitab

Lecture 3: Interpretation Part 1 – Linearity and Bias Study

Lecture 4: Interpretation Part 2 – Linearity and Bias Study

Chapter 8: Gage R&R Study (Crossed)

Lecture 1: GRR Study – Introduction

Lecture 2: GRR Study – Range Method

Lecture 3: GRR Study – Average and Range Method

Lecture 4: Minitab for Average and Range Method

Lecture 5: Excel for Average and Range Method

Lecture 6: ANOVA – Part 1 Interpretation

Lecture 7: ANOVA – Part 2 Interpretation

Lecture 8: ANOVA – Part 3 Interpretation

Lecture 9: ANOVA – Part 4 Interpretation

Lecture 10: ANOVA – Part 5 Interpretation

Lecture 11: Understanding ANOVA

Lecture 12: NDC – Number of Distinct Categories

Lecture 13: Conclusion

Chapter 9: Nested GRR

Lecture 1: Nested GRR – Introduction

Lecture 2: Nested GRR – Minitab

Lecture 3: Understanding Box & Whisker and Scatter Plots

Lecture 4: Nested GRR Interpretation – Part 1

Lecture 5: Nested GRR Interpretation – Part 2

Lecture 6: Nested GRR Interpretation – Part 3

Lecture 7: Nested GRR Interpretation – Part 4

Chapter 10: Attribute Agreement Analysis

Lecture 1: Attribute Agreement Analysis – Introduction

Lecture 2: Attribute Agreement Analysis – Minitab Demonstration

Lecture 3: AAA – Agreement Within Themselves (Consistency)

Lecture 4: AAA – Agreement with Standard (Correctness)

Lecture 5: AAA – Agreement with Each Other

Lecture 6: AAA – All Operators vs. Standard

Lecture 7: Consistency and Correctness Plots

Lecture 8: What is Kappa Value?

Lecture 9: What is Kandall's Coefficient of Concordance?

Lecture 10: Kappa and Kandall's Coefficient for Consistency

Lecture 11: Kappa and Kandall's Coefficient for Correctness

Lecture 12: Kappa and Kandall's Coefficient – Amongst Themselves

Chapter 11: BONUS

Lecture 1: BONUS LECTURE

Instructors

Sandeep Kumar, Quality Gurus Inc.
Experienced Quality Director • Six Sigma Coach • Consultant

Rating Distribution

1 stars: 3 votes
2 stars: 5 votes
3 stars: 34 votes
4 stars: 169 votes
5 stars: 262 votes

Frequently Asked Questions

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