Truth, Beauty, Nonparametrics & Symmetry Plots

  “Shall I compare thee to a standard normal distribution?
  Thou art more symmetric and more bell-shaped…”  — Melvin Shakespeare (William’s lesser-known statistician brother)

The Greek philosopher Aristotle believed that symmetry was one of the primary elements of the universal ideal of beauty. Over 2000 years later, emerging research seems to bear him out. 

Studies suggest we tend to be more attracted to people with symmetrical bodies. Using motion-capture technology to record the movements of people dancing to a popular song, one recent study concluded that we even prefer those who dance...

The Non-parametric Economy: What Does Average Actually Mean?

Watching the news in the U.K. is like listening to the same old annoying record over and over again: "Uncertainties about the European economy...disappointing employment figures...stubbornly  high inflation...increasing pressures on  the average U.K.  household  to make ends meet…"

How about some good news, please?

Actually, there is some good news…that is, if you are a top executive for one of the FTSE 100 companies. According to the pay research company Incomes Data Services (IDS), the median remuneration for the directors of the U.K.'s top businesses rose 50% over the past year, which took...

Quality Analysis and Outliers: This Time Samoa has Really Crossed the Line

I am an outlier. Of the people who work in my department, I go to the fewest meetings, I talk with others the least, and I make the least use of our exercise facilities. But this is not because I am negligent, anti-social, or lazy. It is because I am separated from the rest of my department by about 10,000 miles.

You see, my family and I have had the opportunity recently to move to beautiful Sydney, Australia. And at 3 PM on Friday in Pennsylvania, while my colleagues are discussing nonparametric statistics, SIPOC, and project charters, I'm plotting my route to the beach because it is 7 AM...

Get a Head Start: Understand Your Data--Before You Analyze It

We humans do have a tendency to succumb to gold rush fever.

And this can happen even in the left-brained, rational field of statistics.

After we collect our data, it’s difficult to resist the urge to desperately dash for p-values, as if they were 70% off at Macy’s the day after Thanksgiving.

But no matter how well-versed you are in statistics, it’s good practice to get into the habit of intuitively “knowing” your data well before you dive into a sea of complex calculations. It helps ensure you’ll fully understand your analysis results, avoid careless errors, and draw sound conclusions.

Minitab’s...