Probabilistic Modeling
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MATHEMATICS
Statistics
Probabilistic Modeling
Networks of chance: how graphs reveal hidden patterns in uncertainty
11 days ago
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What is a primary advantage of using probabilistic graphical models in representing complex data?
They eliminate uncertainty by providing exact deterministic predictions.
They simplify complex joint probability distributions by expressing conditional dependencies through graphs.
They rely solely on linear relationships between variables without accounting for conditional dependencies.
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