Exact(6)
Each region is represented by a leaf node, and inside that leaf node, a mean parameter of each additive component is written.
At the third and final stage of the trial, we seek an efficient unbiased estimate of μ1 − μ0, where μ0 represents the mean parameter of the control group.
The method is based on a modified F-statistic, where the variance and the mean parameter of the statistic are estimated from a mixture of two normal distributions.
The parameter k is a result of the theoretical derivation of the univariate CUSUM as a sequential likelihood ratio test for a shift δ in the mean parameter of a normal distribution.
To equalize difficulty across participants and shape and color tasks, we used an adaptive procedure, in which the mean parameter of the array was varied to achieve an accuracy of 75% (low-mean condition) or 85% (high-mean condition).
The estimates of the mean parameter of gamma, NeSd, should be interpreted with some caution as they tend to be noisy (e.g., table 5 in Keightley and Eyre-Walker 2007), and for this reason we have chosen to focus the analysis on estimated proportions of deleterious effects, which are more robust, rather than mean estimates (Keightley and Eyre-Walker 2007).
Similar(54)
The last step consists of reestimating weight and mean parameters of each component, in order to obtain real GMMs and not only a codebook of Gaussians.
Calculate the statistical distance between the mean parameters of the test and reference.
The merge move operates by taking two individual points, c j,t and c k,t, and merging them into one new point, c l,t, whose parameters are set to the mean parameters of the previous two points.
Additionally, rather than attempting to reliably estimate the variance and mean parameters of the distribution from limited numbers of replicates, DESeq estimates a more flexible, mean-dependent local regression.
Inference on relationship between gene expression and methylation can be made by using posterior distribution of (μ i 1, μ i 2, η i 1, η i 2) t conditional on data and parameter estimates, where μ i 1 and η i 1 are mean parameters of gene expression and methylation in WT and μ i 2 and η i 2 are mean parameters of gene expression and methylation in the resistant cell line.
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