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To complement the prior M method for secondary structure inference with tertiary proximity maps, we developed and tested the MOHCA-seq workflow, shown in Figure 1B.
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For each of the marker-specific parameters, we used the slightly informative priors m j +~ Beta(2,4) and m j −~ Beta(4,2) since in each case we know m j + takes place before m j −.
Initial runs were tested under a finite sites (HKY) model of evolution and default priors (M = 10, T = 5) to approximate the posterior distribution of scaled migration rate (M) and time since divergence (T), while allowing MDIV to estimate θ.
In terms of estimating the variance of divergence times (D T ), the models with exponentially distributed priors (M U s h a p e d, M U n i f o r m, and M D P P ) perform similarly when applied to datasets generated under all four of the models in Table 2 (Additional file 1: Figure S1).
We use a weak but proper prior α m o = 1 ; m = 0 … M which corresponds to a single 'pseudo-count' read (or read-pair) for each transcript.
Figure 4 shows histograms of the estimated binding probabilities for the likelihood and Bayesian methods for prior strengths M = 50 and M = 100.
The mean of the truncated Normal distribution prior N (m, d 2 ) + for parameter γ k increased with increasing rSD.
Medical students who decompress their M-1 year prior to M-1 year failure outperform those who fail their first year and then repeat it.
As such, for the product-binomial with a uniform prior, M T (m T (t)≤m T (T x)))≡1 and our criterion for noninformativity is satisfied.
SR9011 appears to pause the cell cycle of the breast cancer cells prior to M phase.
We therefore chose a shifted gamma prior for m with minimum 1.
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Justyna Jupowicz-Kozak
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