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A Guide to Using the Wilcoxon Rank Sum Test: Testing for Non-Normality

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The Wilcoxon Rank Sum Test, sometimes called the Mann Whitney Wilcoxon Test or Mann Whitney U test, is used to test whether two independent samples come from the same population or two different populations. 

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Exploring Cpk: An Essential Metric for Quality Control

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Cpk is one of the metrics calculated for determining whether a process is capable of meeting customer specifications or requirements. 

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Red X: Identifying Causes of Variation

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Red X is an anti-hero and a former “villain identity” employed by Robin of Batman and Robin fame. No, that’s not right. Red X is really a problem-solving methodology developed by Dorian Shainin. Let’s explore this a little further.

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Understanding Six Sigma: Definition, Benefits, and Best Practices

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Six Sigma has been defined in three ways: as a metric, a methodology, and a philosophy. Sigma can be defined as the standard deviation of a set of continuous data, so Six Sigma would then be six standard deviations.

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Coefficient of Variation: Understanding the Differences in Your Data

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You know variation in your process is not a good thing. It negatively impacts predictability and planning. Let’s learn about an easy way to measure variation so you can better understand your process.

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What Continuous Improvement Programs Should Consider as Organizations Embrace AI

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As artificial intelligence (AI) continues to reshape industries, organizations are increasingly integrating AI-driven solutions into their continuous improvement programs. AI has the potential to revolutionize these programs by automating repetitive tasks, uncovering patterns in data, and offering predictive insights that can accelerate decision-making. However, AI’s implementation introduces new considerations for businesses aiming to […]

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Using Lean Six Sigma Measurement Tools in Maintenance

Acceptable Quality Level (AQL): Eliminate Defects with Smaller Sample Sizes

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The only acceptable quality level should be zero defects. But that’s not always the case. Let’s learn what an acceptable quality level or limit is all about.

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Enhancing Process Efficiency with FOCUS PDCA

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You have probably heard of the acronym PDCA (Deming Cycle) but have you heard of FOCUS PDCA? Read this article and you will understand what it is.

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Making Informed Decisions: The Power of Measurement System Analysis (MSA)

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Making data-driven decisions is critical in today’s business environment, but can you trust your measurement system to give you meaningful data? Measurement System Analysis is the tool you need to know whether you can trust your data.

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Assignable Cause: Adapting to the Unexpected

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Is assignable cause a bad thing? No, it’s a signal something happened in your process that you didn’t expect. It could be good or bad, but you should find out what happened.

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The Importance of Non-Parametric Tests in Statistical Analysis

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Many statistical tests have underlying assumptions about the population data. But, what happens if you violate those assumptions? This is when you might need to use a non-parametric test to answer your statistical question. Non-parametric refers to a type of statistical analysis that does not make any assumptions about the underlying probability distribution […]

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Navigating Turnaround Time in Process Management

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Your customers often ask, “When will I get my widget delivered?” You respond with, “It depends.” If you know your turn-around time, you might be able to provide a better answer. Let’s learn more about turn-around time.

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Kaizen Blitz Explained: A Targeted Approach to Problem Resolution

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Your business is at war with waste, defects, and inefficiencies. Let’s attack and defeat your enemy with a lightning-quick attack using overwhelming forces. In other words, a Kaizen Blitzkrieg, or Blitz for short.

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Average Outgoing Quality: Minimize Defects and Guarantee Quality

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We have all heard the phrase “garbage in, garbage out.” AOQ is defined as the expected average quality level of an outgoing product for a given the value of incoming product quality. 

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Fishbone Diagrams: A Powerful Tool for Root Cause Analysis

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Fishbone diagrams are used to drill down to the root cause of a problem. The diagram looks like the bones of a fish, where each main bone represents a possible category of root cause, and subsequent drilling down is shown as smaller and smaller bones.

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What Are the 7 Wastes of Lean?: How to Identify and Eliminate Them

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Waste is all around your organization. Using the acronym TIMWOOD, you will learn how to identify the 7 wastes of lean and eliminate them to improve your organization.

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How the Taguchi Method Simplifies Experimental Design and Analysis

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When you have multiple factors at different levels, it can be challenging to figure out which is the optimal combination. Design of Experiments is one common method you can use. The Taguchi Method is another.

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6W Methodology: Master Problem Analysis With Ease

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6W? 5W1H? 5W? The bigger question is, how do you make sure you’re asking the right questions to guarantee you properly solve your problem or execute your project?

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Voice of the Business: Benefits and Uses for Your Organization

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Do you hear voices? In a business context, that’s normal. Let’s listen in to the voice of the business and hear what it has to say.

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Normal Distribution: Definition, Characteristics, and Benefits

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The word Normal generally has a positive connotation. When applied to statistics, the term Normal Distribution has essentially the same effect. Let’s see why. 

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What You Need to Know to Calculate CP and Interpret Its Value

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Cp is one of the metrics calculated for determining whether your process is capable of meeting customer specifications or requirements. It is useful in comparing different functions and their ability to meet their unique specifications.

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Revolutionizing Organizational Change with the CAP Approach

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Do you feel that implementing change in your organization is going too slowly? So did Jack Welch of GE, which is why GE developed the Change Acceleration Process (CAP). Let’s explore how the concepts of CAP might help your organization.

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Mastering the Basics: The Fundamentals of Statistics and Inference

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Statistics is a branch of math that involves the collection, description, analysis, and inference of conclusions from quantitative data. But what is a statistic? Let’s find out. The word statistic is a word with numerous possible definitions. In its simplest form, a statistic can be defined as a descriptor of a set of […]

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Understanding Exponentially Weighted Moving Average for Time Series Analysis

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Does your data from yesterday represent the current state of your process better than that from a month ago? How can you place more emphasis on it yet still make use of older data? That’s what the Exponentially Weighted Moving Average does. 

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