Category: stats

  • What Would Akaike Do?

    What Would Akaike Do?

    This AIC looks way more fun than the other AIC for (soft toy) model selection.

  • Infrequent doesn’t disprove

    Infrequent doesn’t disprove

    There is no logical warrant for considering an event known to occur in a given hypothesis, even if infrequently, as disproving the hypothesis. Joseph Berkson in “Tests of significance considered as evidence”. Journal of the American Statistical Association 37: 325-335.

  • Sense-checking data

    Sense-checking data

    Over the birdsite dumpster fire. Emily Harvey was asking: do you know of any good guidelines/advice for what one should do to sense check and make sure they understand any data before using it? I replied the following: Typically, I might be very familiar with the type of data and its variables (if it is…

  • Not a contribution to science

    Not a contribution to science

    Null hypotheses of no difference are usually known to be false before the data are collected … when they are, their rejection or acceptance simply reflects the size of the sample and the power of the test, and is not a contribution to science Savage 1957 cited by Nelder 1999 “From Statistics to Statistical Science”.…

  • The data may not contain the answer

    The data may not contain the answer

    The combination of some data and an aching desire for an answer does not ensure that a reasonable answer can be extracted from a given body of data. John W Tukey in Sunset Salvo. 1986. The American Statistician 40(1): 72-76.