Measurement System Analysis (MSA) Expert (Accredited)
What you'll 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.
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.
Description
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)
Who this course is for:
- Quality Managers
- Quality Engineers
- Production Managers
- Anyone involved in the measurement process
Instructor
- 4.6 Instructor Rating
- 68,383 Reviews
- 284,288 Students
- 48 Courses
ASQ ConnEx Expert, PMI-PMP, IRCA Registered Lead Auditor, ASQ - CSSBB, CQA, CQE, CMQ/OE, IIA - CIA, NAHQ - CPHQ
Sandeep Kumar has more than 35 years of Quality Management experience. He has worked as Quality Director on several projects, including Power, Oil and Gas and Infrastructure projects.
In addition, he provides coaching and consulting services to implement Lean Six Sigma to improve performance.
After the successful completion of ASQ vetting, Sandeep Kumar has been designated as a genuine and authorized ASQConnEx expert. ASQConnEx is an education delivery system and network that vets, designates, and connects quality subject matter experts with organizations to advance their excellence journey.
His areas of specialization include Quality Assurance, ISO 9001:2015, Lean, Six Sigma, Risk Management, QMS Audits, Supplier Quality Surveillance, Supplier Pre-qualification, Construction Quality, Mechanical Inspection and Quality Training.
Professional Qualifications:
His professional qualifications/certifications include:
• Authorized ASQ ConnEx Expert
• ASQ-CSSBB, Certified Six Sigma Black Belt
• ASQ-CMQ/OE Certified Manager of Quality/Organizational Excellence
• PMI-PMP Certified Project Management Professional
• IRCA Registered Lead Auditor (QMS-2015)
• IIA-CIA Certified Internal Auditor
• NAHQ-CPHQ Certified Professional in Healthcare Quality
• ASQ-CSSGB, Certified Six Sigma Green Belt
• ASQ-CQA Certified Quality Auditor
• ASQ-CQE Certified Quality Engineer
• ASQ-CSQP Certified Supplier Quality Professional