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Showing 1 to 3 of 3 for “"Variance Stabilization"”.
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The theory and application of transformation in statistics
… transformations of random variates which achieve variance stabilization and approximate normalization. The subject can be said to have been initiated by a genetical paper of R. A. Fisher (1922) which uses the angular transformation Φ = 2 arcsin√p to deal with the analysis of proportions p with …
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Ensemble Learning Methods for Educational Data Mining Applications
… probability of treatment weighting (IPTW), variance stabilization weighting, and weight truncation to improve treatment effect estimation over propensity score matching.</p> <p>We run a simulation study to validate the treatment effect and propensity score estimation performance of the …
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Optimization Techniques for Multi-object Detection and Tracking on Live-cell Fluorescence Microscopy Images and Their Applications
Fluorescence microscopy is a pivotal imaging technique to visualize biological processes and has been extensively utilized in live-cell morphology analysis. Despite its utility, related object detection and tracking tasks still face challenges due to large data scales, inferior data quality, and …