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Statistics miscellaneous

Temporary uncategorized statistic jargons, tricks, and memes.

p(-value) hacking

Also called data dredging, data fishing. Manipulate the data to convince audience some statistically.
P-value indicates the probability of the current value occurs in the given distribution. Usually p<0.05 implies the sampling/hypothesis is biased and unacceptable.

p-value hacking, Data dredging

Semi-Variogram: Nugget, Range and Sill

[Ref] Semi-variogram is 1/2 squared difference between all data pairs over spatial distance. It originates in Geographic Information System illustrating relationship between data correlation versus spatial distance.
{Ref} says the intercept at 0 distance is Nugget, standing for microscopic uncertainty beyond measurement details limit. And Sill is

Semi-variogram elements illustration
Semi-variogram elements illustration

Likelihood

A reversed version of probability to evaluate the chance an hypothesis is acceptable.
This example from U of McGill is illustrative.

http://www.medicine.mcgill.ca/epidemiology/hanley/bios601/Likelihood/Likelihood.pdf

Variability estimation

PEM (probability estimation method)

rosenblueth method, seems like a type of bootstrapping method. Rocscience Phase2.0 implementation: PDF

Stochastic process

This is a good ebook resource to start. {Link}

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