She uses Bayesian and probabilistic modelling.
The defense proposed balancing this evidence using Bayesian reasoning.
Compared with symbolic logic, formal Bayesian inference is computationally expensive.
That could be Bayesian optimization, bandit optimization(another classic optimization strategy)
or another algorithm.
Bayesian networks are used on Xbox Live to rate and match players;
In 1967,
John Harsanyi developed the concepts of complete information and Bayesian games.
For instance, a Bayesian Network can quickly establish a relationship between diseases
and symptoms.
BoTorch, which, as the name implies, is
based on PyTorch, is a library for Bayesian optimization.
Prior probability, in Bayesian statistical inference,
is the probability of an event before new data is collected.
If you're not familiar with minimax, Bayesian analyses, and Markov chains,
this is going to be a very frustrating read.
They then conducted statistical analyses
using a recently developed method known as Bayesian regularization, which elucidated the correlation between slug appearances
and complex weather conditions.
In other words, using Donnelly's figures and his Bayesian analysis, there would be a 1 in 55
chance that Dean was innocent, despite the good match for his DNA sample.
Crucially, Bayesian theory shows that the RMP of a DNA test
is not the same as the probability that a person who gets a match is, in fact, the source of the DNA.
Most contemporary economists like to use the Bayesian vector autoregressive(BVAR)
model for predicting oil prices, although a 2015 International Monetary Fund working paper noted these models work best when used on a maximum 18-month horizon and when a smaller number of predictive variables are inserted.