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About this quote

What does it mean?
If you need complex statistics to make your results work, the experiment itself was likely flawed.
In plain terms
Good experiments produce clear results without needing heavy statistical fixes.
What can you take from it?
Design experiments that yield clear results naturally.

Where it applies

  • research
  • data analysis
  • testing

Putting it to work

  • simplify experimental design
  • validate before analysis

Questions to consider

  • Is your data clear without heavy processing?
  • How can you simplify your setup?

Another view

Some fields inherently require complex stats even with good design.

More from Ernest Rutherford

  1. I'm a simple man myself.

    Permalink to quote #8
  2. It was as if you fired a 15-inch shell at a sheet of tissue paper and it came back to hit you.

    Permalink to quote #10
  3. I have broken the machine and touched the ghost of matter.

    Permalink to quote #7

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