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TableĀ 2 Estimates of heritabilities and breeding values in simulated data

From: Performance of Hamiltonian Monte Carlo and No-U-Turn Sampler for estimating genetic parameters and breeding values

True heritabilityMethodEstimate
HeritabilityBreeding value
MeanMCSECorrelationRegression
0.1GS0.100.0050.520.99
HMC0.110.0040.520.99
NUTS0.100.0010.531.10
0.3GS0.320.0040.680.91
HMC0.310.0020.680.93
NUTS0.300.0010.680.96
0.5GS0.510.0040.790.98
HMC0.520.0030.790.97
NUTS0.510.0020.790.99
  1. MCSE Monte Carlo standard error, GS Gibbs sampling, HMC Hamiltonian Monte Carlo, NUTS No-U-Turn Sampler
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