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Further quality diagnostics were based on the fit of a probe level model to the data, implemented using the affyPLM package [35], which models the dependence of probeset intensities on the probes and the array using robust regression procedures [36].
JNS collected the data, implemented codes, and drafted the manuscript.
SS carried out the bioinformatics work, analyzed the data, implemented AiptasiaBase, and prepared the manuscript.
AR collected and processed the data, implemented and conducted the meta-analysis and wrote the manuscript.
XQZ jointly proposed the paper idea, collected the data, implemented the computation on the datasets and checked the manuscript.
The nonlinear regression model fit to the data (implemented in R) is y = e -0.0002071 e -0.0002071is the phylogenetic signal and x is chromosomal distance.
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We estimate the patterns P associated with this amplitude matrix using the least-squares fit to the new data implemented with the lmFit function in the limma package [ 36].
For example volatility, which refers to the retention policy of the structured data implemented from different sources.
Errors in the GGM inevitably propagate into regional solutions because we usually consider the GGM as error-free data implemented in the remove-restore framework.
The analyses were carried out using bivariate probit models for twin data implemented in the R Mets-package (https://cran.r-project.org/web/packages/mets/index.html).html
Below, a logistic version will be used for simulated and real data, implemented in the freely obtainable MCMC software package WinBUGS (http://www.mrc-bsu.cam.ac.uk/bugs/).ac.uk/bugs/
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