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Type: Package
Package: fastcpd
Title: Fast Change Point Detection via Sequential Gradient Descent
Version: 1.2.2
Authors@R: c(
person("Xingchi", "Li", , "anthony.li.stat.tamu.edu@lixingchi.com", role = c("aut", "cre", "cph"),
comment = c(ORCID = "0009-0006-2493-0853")),
person("Xianyang", "Zhang", , "zhangxiany@stat.tamu.edu", role = c("aut", "cph"))
)
Description: Implements fast change point detection algorithm based on the
paper "Sequential Gradient Descent and Quasi-Newton's Method for
Change-Point Analysis" by Xianyang Zhang, Trisha Dawn
<https://proceedings.mlr.press/v206/zhang23b.html>. The algorithm is
based on dynamic programming with pruning and sequential gradient
descent. The C++ core is also exposed through a standalone C++ library
interface for non-R consumers. See Li and Zhang (2026)
<doi:10.18637/jss.v116.i06> for details.
License: Apache License (>= 2)
URL: https://fastcpd.xingchi.li, https://github.com/doccstat/fastcpd-r
BugReports: https://github.com/doccstat/fastcpd-r/issues
Depends:
R (>= 2.10)
Imports:
methods,
Rcpp (>= 0.11.0),
stats
Suggests:
ggplot2,
gridExtra,
knitr,
matrixStats,
mvtnorm,
RcppArmadillo,
rmarkdown,
testthat (>= 3.0.0),
xml2
LinkingTo:
abseil,
Rcpp,
RcppArmadillo,
testthat
VignetteBuilder:
knitr
Config/testthat/edition: 3
Config/testthat/parallel: true
Config/testthat/start-first: examples-fastcpd_arima
Encoding: UTF-8
LazyData: true
Config/roxygen2/version: 8.0.0