The unknown parameters, β, are typically estimated with maximum likelihood, maximum quasi-likelihood, or Bayesian techniques.
It uses Bayesian techniques, although the author uses the now archaic "inverse probability" terminology.
The software is based on Bayesian statistical techniques, which are used to match patterns and are gaining favor among software designers and artificial-intelligence researchers.
The I/NI call is a Bayesian filtering technique which separates signal variance from noise variance.
So the Bayesian technique can't be valid.
In the late 1980's, artificial intelligence researchers seized on Bayesian techniques in part because more powerful computers were able to compute large networks of many variables quickly.
There have been other missteps indicating that Bayesian techniques must be added to software with great care.
There are many different 'solutions' that Bayesians have put forward using Bayesian techniques.
The Bornhuetter Ferguson Method is a Bayesian technique.
The regression predictions are combined with the direct sample estimates using Bayesian techniques to create estimates of income and poverty for different geographic levels.