The signal observed by the FC from the n th data sample is y n = E n 1 + σ w 2 · h ( η n ) · x ( η n ) + w n + z n, (2).
The mean age of the sample was 12.3 y (range 5.1 – 18.9 y).
The study sample comprised 40 MZ and 59 DZ pairs, 18 of which were concordant for MS. The mean age of the sample was 53 y (range: 34 78 y), with an overall female-to-male sex ratio of ≈2.2 1.
The fifth asset is "Non-Parental Adult Role Models" with four items (response options 1 = strongly disagree; 2 = disagree; 3 = agree; 4 = strongly agree); a sample item is "Y ou know at least one adult on campus you could talk with about personal problems".
Accordingly, the true sampling model is Y ij | μ i ∼ iid NB k, p i ), i=1,…,2 n, j=1,…,4.
(5) A naive Bayesian classifier trained on known genomes predicts the seven samples to be Y. pestis with 100% posterior probability, while RISE392 is predicted to have 0% probability of being Y.
If a sample is MC (y i = + 1), we can simplify it to W1 i = MU i, and if it is non-MC (y i = − 1), W1 i can be simplified to be 1 − MU i.
As study characteristics it was found that the average age for the entire sample was 24.4 ± 5.01 y and the range was 16 y as the youngest and 34 y as the oldest.
Information on whether the patients were on bisphosphonate treatment (tx) at the time the sample was taken is included (Y = yes, N = no).
Log-likelihood values are presented on Z-axis; the number of iterations is on X-axis, and observation numbers for estimation sample are on Y-axis (Fig. 5b).
