Construct · 1 fields · 1 citations

spike-and-slab prior: a standalone construct

One name. One construct. A landmark on the map.

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spike-and-slabprior1 CONSTRUCTSpike-and-slab priorMITCHELL · BAYESIAN STATISTICS

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Bayesian statistics

a mixture prior for regression coefficients combining a point mass or narrow spike at zero with a diffuse slab, used for Bayesian variable selection.

In Bayesian statistics, spike-and-slab prior refers to a mixture prior for regression coefficients combining a point mass or narrow spike at zero with a diffuse slab, used for Bayesian variable selection. This meaning comes from Mitchell (1988) in Journal of the American Statistical Association.[1]

Unit
Recovery means
Measured by

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Nearby constructs

association4 fields · 4 citationsjingle · one word, four constructsmass3 fields · 9 citationsjingle · one word, three constructsmixture2 fields · 2 citationsjingle · one word, two constructs

References

  1. Mitchell, T. J., & Beauchamp, J. J. (1988). Bayesian Variable Selection in Linear Regression. Journal of the American Statistical Association, 83(404), 1023-1032. https://doi.org/10.1080/01621459.1988.10478694

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