The Garden of Forking Paths

Stephen Stigler on the seven pillars of statistical wisdom

Unknown Blogger Mathematica

The post title relates to a phrase (from Andrew Gelman) quoted  in “The Seven Pillars of Statistical Wisdom” by  Stephen Stigler. It refers to the frequently hidden, frequently unrecognized (or recognized) decisions in the path from hypothesis to conclusion.

I enjoyed and learned a lot from this book.  It provides a historical framework under-pinning the authors construction of a framework to understand statistical science. This naturally includes misconceptions, personalities and unintended sources of progress or innovation.

The seven pillars are:

  • aggregation
  • information
  • likelihood
  • intercomparison
  • regression
  • design
  • residual

Professor Stigler also hints at an emerging eighth pillar.

I particularly enjoyed this excerpt (quote from Alfred Marshall 1885):

the most reckless and treacherous of all theorists is he who professes to let facts and figures speak for themselves, who keeps in the background the part he has played, perhaps unconsciously, in selecting and grouping them and in suggesting the argument post hoc…

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About Jim Rose

Utopia - you are standing in it promotes a classical liberal view of the world and champion the mass flourishing of humanity through capitalism and the rule of law. The origin of the blog is explained in the first blog post at

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