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Such modeling by using Delaunay tessellation is suited for the observation on highly clustered points with accurate locations, and therefore we can expect locally unbiased probability evaluation there.
Then, the principle of ME and the model of ME reconstruction method are presented to find the most unbiased probability distribution.
pvclust computes approximately unbiased probability values for each cluster by multistep-multiscale bootstrap resampling (see Simodaira [8], [9], Suzuki et al. [10]).
In fact, prospective sampling, not case control or cross-sectional sampling, is required to guarantee unbiased probability estimates.
For each cluster, its derived approximately unbiased probability value (AU p-value) estimates the probability that the cluster would be observed if unlimited observations were available (i.e. infinite number of strains).
To determine the power of the marker set to discriminate among clones, the unbiased probability of identity (PIunbiased; Waits et al. 2001) and the PI for a population composed only by sibs (PIsibs; Evett and Weir 1998; Taberlet and Luikart 1999) was estimated for each locus by using GIMLET software (Valière 2002).
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Unsupervised HCL on co-clustering frequencies revealed two stable subgroups of MBC as did Pvclust, where both clusters had an approximately unbiased (AU) probability of 94% [ 37].
Here P IJ is the unbiased contact probability, given by our null model to be \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$${P}_{IJ}={ss}_{Ij}^{\nu_I} $$\end{document} P I J = s I j ν I.
Points are unbiased, meaning the probability of introducing a vertex in a disk-free subregion is proportional to its area, except in a neighborhood of the domain boundary.
CNV: Copy number variants; aCGH: Array comparative genomic hybridization; CNVR: Copy number variants region; PCA: Principal component analysis; AU: Approximate unbiased; BP: bootstrap probability; qPCR: quantitative polymerase chain reaction; EDN3: Endothelin 3; QC: Quality control; GEO: Gene expression omnibus The authors have declared that no competing interests exist.
Secondly, prediction research depends on variable selection for unbiased estimation of probabilities [ 1– 6].
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