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Concept
Bayesian Methods
Bayesian methods
provide a
probabilistic framework
for
updating beliefs
in the presence of
new data
, using
Bayes' theorem
as the
core principle
. These methods are particularly powerful for incorporating
prior knowledge
and
handling uncertainty
in
complex models
, making them widely applicable in fields like statistics, machine learning, and
data science
.
Relevant Fields:
Probability and Statistics 70%
Combinatorial Analysis and Graph Theory 20%
Programming and Computer Programs 10%
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