Model | Prior variance | Solution for scale/variance parameter | |
---|---|---|---|

Hyperparameters | |||

Bayesian ridge regression | |||

Bayesian LASSO | |||

BayesA | |||

Spike–slab | |||

BayesC | |||

BayesB | |||

where represents number of copies of the allele coded as one at the

*j*(^{th}*j = 1,…,p*) locus of the*i*(^{th}*i = 1,…,n*) individual, and is the average genotype at the*j*marker.^{th}