From: Fast parallelized sampling of Bayesian regression models for whole-genome prediction
Algorithms | Time \(\text {complexity}^{\text{a}}\) | Space \(\text {complexity}^{\text{a}}\) | |
---|---|---|---|
Marker effects | Missing phenotypes | ||
BayesC\(\pi \)-I | \(O(npt_1)\) | NA | O(np) |
BayesC\(\pi \)-II | \(O(p^2t_1)\) | NA | \(O(p^2)\) |
BayesXII | \(O(p^2t_2/k)\) | \(O(p^2t_2/k)\) | \(O(p^2)\) |