popPCR: Classify Digital PCR Droplets by Fitting Fluorescence Populations (original) (raw)
Estimates DNA target concentration by classifying digital PCR (polymerase chain reaction) droplets as positive, negative, or rain, using Expectation-Maximization Clustering. The fitting is accomplished using the 'EMMIXskew' R package (v. 1.0.3) by Kui Wang, Angus Ng, and Geoff McLachlan (2018) as based on their paper "Multivariate Skew t Mixture Models: Applications to Fluorescence-Activated Cell Sorting Data" <doi:10.1109/DICTA.2009.88>.
Version: | 0.1.1.1 |
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Depends: | graphics, stats, methods, grDevices, R (≥ 2.10) |
Imports: | mvtnorm |
Published: | 2021-03-09 |
DOI: | 10.32614/CRAN.package.popPCR |
Author: | Joyce Emlyn Guiao [aut, cre] |
Maintainer: | Joyce Emlyn Guiao <joyce_emlyn_guiao at dlsu.edu.ph> |
License: | GPL (≥ 3) |
NeedsCompilation: | yes |
Materials: | README |
In views: | Omics |
CRAN checks: | popPCR results |
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