Package: breakpoint 1.2

Priyadarshana W.J.R.M.

breakpoint: An R Package for Multiple Break-Point Detection via the Cross-Entropy Method

Implements the Cross-Entropy (CE) method, which is a model based stochastic optimization technique to estimate both the number and their corresponding locations of break-points in continuous and discrete measurements (Priyadarshana and Sofronov (2015), Priyadarshana and Sofronov (2012a), Priyadarshana and Sofronov (2012b)).

Authors:Priyadarshana W.J.R.M. and Georgy Sofronov

breakpoint_1.2.tar.gz
breakpoint_1.2.tar.gz(r-4.5-noble)breakpoint_1.2.tar.gz(r-4.4-noble)
breakpoint_1.2.tgz(r-4.4-emscripten)breakpoint_1.2.tgz(r-4.3-emscripten)
breakpoint.pdf |breakpoint.html✨
breakpoint/json (API)
NEWS

# Install 'breakpoint' in R:

install.packages('breakpoint', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/madawaweer/breakpoint/issues

Datasets:

ch1.GM03563 - Fibroblast cell line (GM03563) data

9 exports 0.00 score 37 dependencies 34 scripts 776 downloads

Last updated 9 years agofrom:2156d9ebc4. Checks:OK: 2. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Sep 14 2024
R-4.5-linux	OK	Sep 14 2024

Exports:CE.NB CE.NB.Init CE.Normal.Init.Mean CE.Normal.Init.MeanVar CE.Normal.Mean CE.Normal.MeanVar CE.ZINB CE.ZINB.Init profilePlot

Dependencies:cli codetools colorspace doParallel expm fansi farver foreach generics ggplot2 glue gtable isoband iterators labeling lattice lifecycle magrittr MASS Matrix mgcv msm munsell mvtnorm nlme pillar pkgconfig R6 RColorBrewer rlang scales survival tibble utf8 vctrs viridisLite withr

Citation

Readme and manuals

Help Manual

Help page	Topics
Multiple Break-Point Detection via the Cross-Entropy Method	breakpoint-package breakpoint
Multiple Break-point Detection via the CE Method with Negative Binomial Distribution	CE.NB
Multiple Break-point Detection via the CE Method with Negative Binomial Distribution with initial locations	CE.NB.Init
Multiple break-point detection via the CE method for continuous data with initial locations (mean levels)	CE.Normal.Init.Mean
Multiple break-point detection via the CE method for continuous data with initial locations (both mean and variance changes)	CE.Normal.Init.MeanVar
Multiple Break-point Detection via the CE Method for Continuous Data (Mean levels)	CE.Normal.Mean
Multiple break-point detection via the CE method for continuous data (both mean and variance changes)	CE.Normal.MeanVar
Multiple Break-point Detection via the CE Method with Zero-Inflated Negative Binomial Distribution	CE.ZINB
Multiple Break-point Detection via the CE Method with Zero-Inflated Negative Binomial Distribution with initial locations	CE.ZINB.Init
Fibroblast cell line (GM03563) data	ch1.GM03563
Mean profile plot	profilePlot

Package: breakpoint 1.2

breakpoint: An R Package for Multiple Break-Point Detection via the Cross-Entropy Method

Citation

Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)