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DESCRIPTION
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DESCRIPTION
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Package: kalis
Type: Package
Title: High Performance Li & Stephens Local Ancestry Inference
Version: 2.0.0
Authors@R: c(person("Louis", "Aslett", role = c("aut", "cre"),
email = "[email protected]",
comment = c(ORCID = "0000-0003-2211-233X")),
person("Ryan", "Christ", role = "aut",
email = "[email protected]",
comment = c(ORCID = "0000-0002-2049-3389")))
Author: Louis Aslett [aut, cre],
Ryan Christ [aut]
Maintainer: Louis Aslett <[email protected]>
Description: kalis <doi:10.1186/s12859-024-05688-8> provides a high performance
implementation of the Li & Stephens model <doi:10.1093/genetics/165.4.2213>
for local ancestry inference (local referring to a region of the genome). For
a set of N phased haplotypes, kalis computes the posterior marginal
probability of each haplotype copying every other haplotype by running N
hidden Markov models in parallel. This yields an N x N distance matrix that
summarizes the recent local ancestry at each variant of interest. The package
provides functionality for specifying a recombination map, site-specific
mutation rates, and differing prior copying probabilities for each recipient
haplotype. Extensive use is made of low level threading and CPU vector
instructions.
License: GPL (>= 3)
BugReports: https://github.com/louisaslett/kalis/issues
URL: https://kalis.louisaslett.com/, https://github.com/louisaslett/kalis
LazyData: TRUE
Depends: R (>= 3.5.0)
Imports:
utils,
stats,
parallel,
dplyr,
glue (>= 1.3.0),
rlang,
digest (>= 0.6.18),
checkmate,
grDevices,
RColorBrewer,
lobstr,
prettyunits
RoxygenNote: 7.3.2
Roxygen: list(markdown = TRUE)
Suggests:
rhdf5,
hdf5r,
rstudioapi,
knitr,
rmarkdown,
fastcluster,
lattice,
testthat (>= 3.0.0),
data.table
VignetteBuilder: knitr
Encoding: UTF-8
Config/testthat/edition: 3