May 18, 2022 · Assessing how correlation coefficients behave when applied to non-normal data and in the presence of noise has been previously investigated.
We observe that the rCI and kCI are better powered than the concordance index in simulation and show some improvement on real data.
We demonstrate that common statistical tests applied to the concordance index and its variations fail to control for false positives, and introduce efficient ...
It is demonstrated that common statistical tests applied to the concordance index and its variations fail to control for false positives, and efficient ...
We demonstrate that common statistical tests applied to the concordance index and its variations fail to control for false positives, and introduce efficient ...
Peer Review reports. From: Evaluation of statistical approaches for association testing in noisy drug screening data. Original Submission. 18 Oct 2021 ...
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May 18, 2022 · ... Evaluation of statistical approaches for association testing in noisy drug screening data ' , BMC. Bioinformatics , vol. 23 , no. 1 , 188 ...
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Which of the following statistical tests allows us to determine the strength of association of two quantitative variables?
What is a statistical test we can use to evaluate associations with two quantitative variables?
2019. Evaluation of statistical approaches for association testing in noisy drug screening data. P Smirnov, I Smith, Z Safikhani, W Ba-Alawi, F Khodakarami, E ...
Mar 12, 2022 · We formulate a hierarchical mixture model to estimate the drug-specific mixture distributions for estimating cell sensitivity and for assessing drug effect ...
This review provides a systematic and practical description of vital points for conducting high quality cell-based HTS, from assay development to optimization.