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28 lines (28 loc) · 1.41 KB
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Package: scquantum
Title: Estimate Ploidy and Absolute Copy Number from Single Cell Sequencing
Version: 1.0.0
Authors@R: c(
person(given = "Alexander",
family = "Davis",
role = c("aut", "cre"),
email = "alexlovesmolecules@gmail.com"),
person(given = "Taylor",
family = "Arnold",
role = "cph",
comment = "Author of segmentation function"),
person(given = "Veeranjaneyulu",
family = "Sadhanala",
role = "cph",
comment = "Author of segmentation function"),
person(given = "Ryan",
family = "Tibshirani",
role = "cph",
comment = "Author of segmentation function"))
Description: Given bincount data from single-cell copy number profiling (segmented or unsegmented), estimates ploidy, and uses the ploidy estimate to scale the data to absolute copy numbers. Uses the modular quantogram proposed by Kendall (1986) <doi:10.1002/0471667196.ess2129.pub2>, modified by weighting segments according to confidence, and quantifying confidence in the estimate using a theoretical quantogram. Includes optional fused-lasso segmentation with the algorithm in Johnson (2013) <doi:10.1080/10618600.2012.681238>, using the implementation from glmgen by Arnold, Sadhanala, and Tibshirani.
License: GPL (>= 2)
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.2
Suggests:
testthat (>= 3.0.0)
Config/testthat/edition: 3