Author

John Sall
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Co-Founder and Executive Vice President, SAS

John Sall leads the JMP business unit at SAS and remains the chief architect of JMP statistical discovery software. JMP has been a part of SAS since the first version of JMP was launched in 1989, bringing interactive data visualization and analysis to the desktop.

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Bad data happens to good people: Robust to outliers

In semiconductor data, it is common for probe measurements that encounter an electrical short to exhibit measurements that are far out in the distribution, i.e., they are outliers. When we test that means are the same, these outlying values inflate our estimate of the standard deviation [sigma]. Remember that the

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Not just filtering coincidences: False discovery rate

Purely random data has a 5% chance of being significant. Choose the most significant p-values from many tests of random data, and you will filter out the tests that are significant by chance alone. Suppose we have a process that we know is stable and consistent. We measure lots of

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Violating Anna Karenina Principle: LogWorth scaling

The first line of Leo Tolstoy’s classic novel, Anna Karenina, begins: “Happy families are all alike; every unhappy family is unhappy in its own way.” This is a very memorable line. But looking at the Wikipedia entry for the Anna Karenina Principle, I saw this version for statistical significance tests:

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Each statistic should have a graph to go with it – not!

When we thought about starting a new software system many years ago, we were very enamored of an article published in 1973 in American Statistician authored by Frank Anscombe called “Graphs in Statistical Analysis.” As you can read in Wikipedia, Anscombe cleverly devised four sets of data that had identical

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Big data = Dirty data

Note: JMP 11 launched last week. Today, we begin a series on Tuesdays of Big Statistics blog posts by John Sall about what has to change when you have Big Data, with an emphasis on screening. Data preparation is a big part of an analyst’s job, and when you have

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Why statistics is essential

Note: John Sall, co-founder and Executive VP of SAS, recently sat down to talk about why statistics matters and what the International Year of Statistics means. SAS is a participant in Statistics2013. Sall will talk further about statistics in a live webcast on Jan. 23 as part of the Analytically

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Discover more with JMP 10

JMP 10 is a major release, and today we are launching it with live webcasts in four languages. I wanted to offer some reflections on what this new version is like. Much of the development centered on four focus areas: 1. Graph Builder everywhere. The Graph Builder platform has been

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Bradley Jones appointed as new editor of Journal of Quality Technology

Journal of Quality Technology has appointed Bradley Jones as its new editor starting next year. JQT is a journal published by ASQ that emphasizes applied techniques in industrial statistics, including experimental design, Brad’s specialty. Brad’s current role at SAS is Principal Research Fellow at JMP, where he develops software for

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The Double Play

Today SAS Institute had a huge double play of publicity. On the same day, we (1) learned that SAS was rated the No. 1 best place to work in the 2010 Fortune study and (2) announced that SAS achieved record revenues in 2009, despite the recession -- making it 34

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JMP Is 20 Years Old

Today is the 20th anniversary of JMP's first release, and I want to thank everyone who has helped to make JMP a success. JMP Version 1 shipped on October 5, 1989 -- or as we claimed at the time September 35 -- so that we could say we shipped in