Don’t We Need to Remove the Outliers?Characterization and estimation are different
Mon, 10/06/2014 - 10:56
Much of modern statistics is concerned with creating models which contain parameters that need to be estimated. In many cases these estimates can be severely affected by unusual or extreme values in the data. For this reason students are often… A Problem With Outlier TestsWhen can you really use Dixon’s test?
Tue, 09/02/2014 - 18:26
Outlier tests such as the W-ratio test and Dixon’s outlier test suffer from a problem that can mislead the user. This article will outline the problem and provide guidelines for the appropriate use of these tests.
Dixon’s outlier test
In 1953, W.… The Truth About Acceptance Sampling,
Part 2How to avoid asking the wrong question
Mon, 08/04/2014 - 09:11
One of the common tools of quality assurance is acceptance sampling. Acceptance sampling uses the observed properties of a sample drawn from a lot or batch to make a decision about whether to accept or reject that lot or batch. While the textbooks… The Truth About Acceptance Sampling,
Part 1What can you say about this lot?
Wed, 07/02/2014 - 00:00
One of the common tools of quality assurance is acceptance sampling. Acceptance sampling uses the observed properties of a sample drawn from a lot or batch to make a decision about whether to accept or reject that lot or batch. Textbooks are full of… What Is an Alpha-Level?The alpha-level specifies our attitude to the analysis
Tue, 06/10/2014 - 00:00
One thing burned into the brains of those who survive a statistics class is that you have to specify an alpha-level before you do anything statistical. And when it comes to statistical inference, they are correct. But just what does the alpha-level… What Are Good Measurements?Consistency trumps precision
Mon, 05/19/2014 - 18:06
Who could ever be against having good measurements? Good measurements are like apple pie and motherhood. Since we all want good measurements, it sounds reasonable when people are told to check out the quality of their measurement system before… The Data-Free GraphHow to streamline your analysis
Tue, 04/01/2014 - 13:59
Why bother to plot your data? A simple shortcut is available that will allow you to do your analysis without the data getting in the way. How do you accomplish this breakthrough? Read on.
This marvelous advance in analysis is known as the “data-… Statistics and SPCTwo things sharing a common name can still be different
Mon, 03/03/2014 - 17:46
Students typically encounter many obstacles while learning statistics. In 44 years of teaching I have discovered some distinctions that help students overcome these obstacles. This article will remove some sources of confusion concerning the… Why Use Ranges?What they didn’t teach in your stat class
Mon, 02/03/2014 - 16:29
Last month in “The Analysis of Experimental Data,” I presented a method for analyzing experimental data that was built on the use of the range statistic as a measure of dispersion. In this day of computers and software, why should we even consider… The Analysis of Experimental DataMinimizing the complexity improves communication
Mon, 01/06/2014 - 12:26
You have spent good money obtaining your experimental results, and now the time has come to communicate those results to those who need to take action. This column will describe how to cut through the complexities of your analysis and communicate…
