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The mode is the most frequently occurring value in the data and can be used as a measure of central tendency for categorical data.

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Finding the mode of the posterior distribution

The goal is to find the mode of the posterior distribution $p(\mathbf{c},\sigma^2|\mathbf{x})$. … However, the method is computationally demanding and I wanted to know any alternative approaches to obtain the posterior mode efficiently. …
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