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Confidence-Reliability Calculations and Statistically Valid Sample Sizes by John Robinson





Article Author Biography
Confidence-Reliability Calculations and Statistically Valid Sample Sizes by
Article Posted: 04/24/2014
Article Views: 88
Articles Written: 270
Word Count: 327
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Confidence-Reliability Calculations and Statistically Valid Sample Sizes


 
Health
Overview:

The webinar begins with a discussion of relevant regulatory requirements, as motivation for calculating "confidence/reliability". Then, some vocabulary and basic concepts are discussed.

Next, detailed descriptions are given for how to calculate confidence/reliability for data that is either pass/fail (i.e., "attribute" data), normally-distributed measurement data, non-normally distributed measurement data that can be transformed into normality, or non-normally distributed measurement data that cannot be transformed into normality. Spreadsheets are shown as examples of how to implement the methods described in the webinar. A final discussion is provided on how to introduce the methods into a company.

Why should you attend:

All manufacturing and development companies perform testing and/or inspections that involve concluding whether or not a product or lot is acceptable vs. design or QC specifications. Such test/inspections may occur during design verification/validation or during incoming or final QC. The most informative method for analyzing the data that results from such activities is the calculation of the product's or lot's "reliability" at a chosen "confidence" level (where "reliability" means "in-specification"). Such a method produces information that is more valuable than simply that the given product or lot "passed" (as is the case when "AQL Attribute Sampling Plans" are used) or a % in-specification statement without any corresponding confidence statement (as is the case with AQL Variables Sampling Plans and with Process Capability calculations).

The output of a "Confidence/Reliability" calculation is a definitive statement that the given product or lot has a specific % in-specification, which conclusion we can state with a specific level of confidence (e.g., 95% confidence of 99% reliability, or 90% confident of 93% reliability").

Areas Covered in the Session:

Regulatory Requirements Vocabulary and Concepts Attribute Data Normal Data Normal Probability Plotting Non-Normal Data that can be normalized Reliability Plotting (for data that cannot be normalized) Implementation Recommendations

Who Will Benefit:

QA/QC Supervisor Process Engineer Manufacturing Engineer QC/QC Technician Manufacturing Technician R&D Engineer

Quick Contact:

GlobalCompliancePanel USA Phone:800-447-9407 webinars@globalcompliancepanel.com http://www.globalcompliancepanel.com Event Link - http://bit.ly/1ltrknK

Related Articles - compliance Online, Regulatory Compliance, FDA Compliance, Compliance Training, Corporate Compliance, Compliance Solutions, Compliance Webinars, FDA,

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