mlsanityData to 14 Oct 2026

Kullback-Leibler Divergence for the Normal-Gamma Distribution

arXiv 1611.01437 ↗First posted 4 Nov 2016math.ST q-bio.NC stat.THcited by 3

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Abstract (arXiv)

We derive the Kullback-Leibler divergence for the normal-gamma distribution and show that it is identical to the Bayesian complexity penalty for the univariate general linear model with conjugate priors. Based on this finding, we provide two applications of the KL divergence, one in simulated and one in empirical data.

Key facts. Cited by 3 papers in the map (data through 14 Oct 2026). First posted on arXiv 4 Nov 2016.

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Citing papers per year: 2021: 2; 2022: 0; 2023: 0; 2024: 0; 2025: 0; 2026: 1.

3 papers.