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So You Want to Use a <em>p</em>-Chart?

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First, let it be known that all charts for count-based data are charts for individual values. Regardless of whether we are working with a count or a rate, we obtain one value per time period and want to plot a point every time we get a value.

The Ambiguous Control Chart Trend Rule

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There are many control chart rules to detect special causes (i.e., out-of-control conditions). Although most of these rules are clear, the one that seems to befuddle most people is the rule about trends.

So What Are Skewness and Kurtosis?

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What do the shape statistics known as skewness and kurtosis tell us about our data? Last month we saw how the average and standard deviation define the balance point and radius of gyration for our data.

Guard Banding for Non-Capable Gages, Part 2

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"Gauges Are A Good Thing" Credit: Adem Rudin

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Part one of this article showed that it is possible, by means of a Visual Basic for Applications program in Microsoft Excel, to calculate the fraction of in-sp

Guard Banding for Non-Capable Gages, Part 1

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IATF 16949:2016 clause 7.1.5.1.1 requires measurement systems analysis (MSA) to quantify gage and instrument variation. The deliverables of the generally accepted procedure are the repeatability or equipment variation, and the reproducibility or appraiser variation.

Health Apps Track Vital Stats, But Doctors Aren’t Using the Data

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Health-tracking devices and apps are becoming part of everyday life.

What Are the Variance and Standard Deviation?

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Your software routinely gives you four descriptive statistics for your data: the average, the standard deviation, the skewness, and the kurtosis. Of these only the average is easy to understand.

Measurement Systems Analysis for Attributes, Part 2

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The first part of this series introduced measurement systems analysis for attribute data, or attribute agreement analysis.

Problems With the AIAG Gauge R&R Study

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Measurement error is ubiquitous. As a result, over the past 250 years, different areas of science and engineering have come up with many different ways to deal with the problem of measurement error. One approach to the problem of measurement error was developed durin

MSA: Back to the Basics

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When we talk about measurement system analysis (MSA), people tend to focus on attribute agreement analysis because it is usually quicker and easier to do than a gauge repeatability and reproducibility (gauge R&R) study.

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