jim o'neill | austin texas

Tag: mathy stuff

Good experiment design – queues from the sciences

experimentDesign

I was reading this interesting study on the impact of fear on the stability of a food web which led me to start thinking about principles of sound experimental design, and how such designs can yield valuable insight into a variety of systems, natural or man made. From the authors:

When it comes to conserving biodiversity and maintaining healthy ecosystems, fear has its uses. By inspiring fear, the very existence of large carnivores on the landscape, in and of itself, can provide a critical ecosystem service human actions cannot fully replace, making it essential to maintain or restore large carnivores for conservation purposes on this basis alone.

The experimental design behind this study was fascinating. Using two islands off the coast of British Columbia, Canada, the team setup an experiment:

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Zipf’s Law & entity distributions

If you are into Entity Analytics (like I am) then a cursory understanding of Zipf’s Law should be a tool in your bag. It’s a really cool mathematical relationship that governs most of the distributions you will encounter in our line of work, mainly dealing with natural data sets that follow a consistent frequency distribution.

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Fermi Estimation

A Fermi Estimate or Fermi Problem is named after physicist  Enrico Fermi developed the method while estimating the yields of atomic bomb blasts. He used an estimation method to estimate the a method for scientists or engineers to come up with a rapid estimate for an answer to a problem where a precise measurement is not possible.

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