Features of the solution include parameterization of the expected estimate variance by the input distribution, and a graph-based method for input generation.
Specifically, an expression for the expected estimate variance is derived, and a method for manufacturing an input sequence that minimizes an upper bound on this variance is developed, which depends on the solution to a convex optimization problem.
This is close to the expected estimate of metabolic gene representation in a proteome, which generally falls in the range of 15-20% of the total protein coding gene set.
The age-period models, as expected, estimated higher heterogeneity than the age-cohort models.
"As a result we expect estimates and the stock's multiple to increase going forward".
Again, only logistic regression (Method 0) gives the expected parameter estimates from Table II.
The expected heterozygosity estimates of the subsets ranged from 0.69 (Sylvestris) to 0.83 (Rootstocks) for the SSRs and from 0.11 (Rootstocks) to 0.34 (Sativa) for the SNPs.
The expected effect estimates for QCEPG and QTDTM should be the same, since the traits were simulated to have unit variance.
Random dropout errors are not expected to change the expectation of linkage disequilibrium estimates nor the outcome of the expected Ne estimate.
