measurement system analysis
DESCRIPTION
An introduction to performing Measurement Systems Analysis with SigmaXL Established in 1998, SigmaXL Inc. is a leading provider of user friendly Excel Add-ins for Lean Six Sigma graphical and statistical tools and Monte Carlo simulation. SigmaXL® customers include market leaders like Agilent, Diebold, FedEx, Microsoft, Motorola and Shell. SigmaXL® software is also used by numerous colleges, universities and government agencies. Our flagship product, SigmaXL®, was designed from the ground up to be a cost-effective, powerful, but easy to use tool that enables users to measure, analyze, improve and control their service, transactional, and manufacturing processes. As an add-in to the already familiar Microsoft Excel, SigmaXL® is ideal for Lean Six Sigma training and application, or use in a college statistics course. DiscoverSim™ enables you to quantify your risk through Monte Carlo simulation and minimize your risk with global optimization. Business decisions are often based on assumptions with a single point value estimate or an average, resulting in unexpected outcomes. DiscoverSim™ allows you to model the uncertainty in your inputs so that you know what to expect in your outputs.TRANSCRIPT
Measurement System
Analysis SigmaXL®
Version 6.1
MSA: Overview
Gage R&R Template
Gage R&R (Crossed) Worksheet
Analyze Gage R&R (Crossed)
Analyze Gage R&R With Confidence Intervals
Analyze Gage R&R – X-Bar & R Charts
Analyze Gage R&R – Multi-Vari Charts
Attribute MSA (Binary)
Measurement Systems
Analysis
Basic MSA Templates
Create Gage R&R (Crossed) Worksheet
Generate worksheet with user specified
number of parts, operators, replicates
Analyze Gage R&R (Crossed)
Attribute MSA (Binary)
Back to Index
Measurement Systems
Analysis: Gage R&R
Template
Back to Index
Measurement Systems
Analysis: Create Gage R&R
(Crossed) Worksheet
Back to Index
Measurement Systems
Analysis: Analyze Gage
R&R (Crossed)
ANOVA, %Total, %Tolerance (2-Sided or 1-
Sided), %Process, Variance Components,
Number of Distinct Categories
Gage R&R Multi-Vari and X-bar R Charts
Confidence Intervals on %Total, %Tolerance,
%Process and Standard Deviations
Handles unbalanced data (confidence
intervals not reported in this case) Back to Index
Measurement Systems
Analysis: Analyze Gage
R&R (Crossed)
Back to Index
Measurement Systems
Analysis:
Analyze Gage R&R with
Confidence Intervals
Confidence Intervals are calculated for Gage R&R Metrics!
Back to Index
Measurement Systems
Analysis:
Analyze Gage R&R with
Confidence Intervals
Back to Index
Measurement Systems
Analysis: Analyze Gage
R&R – X-bar & R Charts Gage R&R - X-Bar by Operator
1.4213
1.3812
1.4615
1.1930
1.2430
1.2930
1.3430
1.3930
1.4430
1.4930
1.5430
Par
t 01_
Oper
ator
A
Par
t 01_
Oper
ator
B
Par
t 01_
Oper
ator
C
Par
t 02_
Oper
ator
A
Par
t 02_
Oper
ator
B
Par
t 02_
Oper
ator
C
Par
t 03_
Oper
ator
A
Par
t 03_
Oper
ator
B
Par
t 03_
Oper
ator
C
Par
t 04_
Oper
ator
A
Par
t 04_
Oper
ator
B
Par
t 04_
Oper
ator
C
Par
t 05_
Oper
ator
A
Par
t 05_
Oper
ator
B
Par
t 05_
Oper
ator
C
Par
t 06_
Oper
ator
A
Par
t 06_
Oper
ator
B
Par
t 06_
Oper
ator
C
Par
t 07_
Oper
ator
A
Par
t 07_
Oper
ator
B
Par
t 07_
Oper
ator
C
Par
t 08_
Oper
ator
A
Par
t 08_
Oper
ator
B
Par
t 08_
Oper
ator
C
Par
t 09_
Oper
ator
A
Par
t 09_
Oper
ator
B
Par
t 09_
Oper
ator
C
Par
t 10_
Oper
ator
A
Par
t 10_
Oper
ator
B
Par
t 10_
Oper
ator
C
X-B
ar
- P
art
/Op
era
tor
- M
easu
rem
en
t
Gage R&R - R-Chart by Operator
0.021
0.000
0.070
-0.003
0.007
0.017
0.027
0.037
0.047
0.057
0.067
Par
t 01_
Oper
ator
A
Par
t 01_
Oper
ator
B
Par
t 01_
Oper
ator
C
Par
t 02_
Oper
ator
A
Par
t 02_
Oper
ator
B
Par
t 02_
Oper
ator
C
Par
t 03_
Oper
ator
A
Par
t 03_
Oper
ator
B
Par
t 03_
Oper
ator
C
Par
t 04_
Oper
ator
A
Par
t 04_
Oper
ator
B
Par
t 04_
Oper
ator
C
Par
t 05_
Oper
ator
A
Par
t 05_
Oper
ator
B
Par
t 05_
Oper
ator
C
Par
t 06_
Oper
ator
A
Par
t 06_
Oper
ator
B
Par
t 06_
Oper
ator
C
Par
t 07_
Oper
ator
A
Par
t 07_
Oper
ator
B
Par
t 07_
Oper
ator
C
Par
t 08_
Oper
ator
A
Par
t 08_
Oper
ator
B
Par
t 08_
Oper
ator
C
Par
t 09_
Oper
ator
A
Par
t 09_
Oper
ator
B
Par
t 09_
Oper
ator
C
Par
t 10_
Oper
ator
A
Par
t 10_
Oper
ator
B
Par
t 10_
Oper
ator
C
R -
Part
/Op
era
tor
- M
easu
rem
en
t
Back to Index
Measurement Systems
Analysis: Analyze Gage
R&R – Multi-Vari Charts
Gage R&R Multi-Vari
1.20879
1.25879
1.30879
1.35879
1.40879
1.45879
1.50879
Operator A Operator B Operator C
Operator - Part 01
Mean
Op
tio
ns -
To
tal
Gage R&R Multi-Vari
1.20879
1.25879
1.30879
1.35879
1.40879
1.45879
1.50879
Operator A Operator B Operator C
Operator - Part 02
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Measurement Systems
Analysis: Attribute MSA
(Binary)
Any number of samples, appraisers and
replicates
Within Appraiser Agreement, Each
Appraiser vs Standard Agreement, Each
Appraiser vs Standard Disagreement,
Between Appraiser Agreement, All
Appraisers vs Standard Agreement
Fleiss' kappa Back to Index