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bayesianism

The conditional query fallacy: Applying Bayesian inference from discrete mathematics perspective

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Preamble    The Tilled Field, Joan Miró (Wikipedia)One of the core concepts in data sciences is conditional probabilities, $p(x|y)$ appear as logical description of many of the tasks, such as formulating regression or as a core concept in Bayesian Inference. However, there is operationally no...

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Bayesian rabbit holes: Decoding conditional probability with non-commutative algebra

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Preamble    The White Rabbit (Wikipedia)A novice analyst or even experienced (data) scientist would have thought that the bar notation $|$ in representing conditional probability carries some different operational mathematics. Primarily when written in explicit distribution functions $p(x|y)$....

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