Package: onlineBcp 0.1.8
Hongyan Xu
onlineBcp: Online Bayesian Methods for Change Point Analysis
It implements the online Bayesian methods for change point analysis. It can also perform missing data imputation with methods from 'VIM'. The reference is Yigiter A, Chen J, An L, Danacioglu N (2015) <doi:10.1080/02664763.2014.1001330>. The link to the package is <https://CRAN.R-project.org/package=onlineBcp>.
Authors:
onlineBcp_0.1.8.tar.gz
onlineBcp_0.1.8.tar.gz(r-4.5-noble)onlineBcp_0.1.8.tar.gz(r-4.4-noble)
onlineBcp_0.1.8.tgz(r-4.4-emscripten)onlineBcp_0.1.8.tgz(r-4.3-emscripten)
onlineBcp.pdf |onlineBcp.html✨
onlineBcp/json (API)
NEWS
# Install 'onlineBcp' in R: |
install.packages('onlineBcp', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 3 years agofrom:d9528721c3. Checks:OK: 2. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Dec 23 2024 |
R-4.5-linux | OK | Dec 23 2024 |
Exports:addDatapointcombineimputationonline_cp
Dependencies:abindbackportsbootbroomcarcarDataclassclicolorspacecowplotcpp11data.tableDEoptimRDerivdoBydplyre1071fansifarverFormulagenericsggplot2gluegtableisobandlabelinglaekenlatticelifecyclelme4lmtestmagrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamodelrmunsellnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigproxypurrrquantregR6rangerRColorBrewerRcppRcppEigenrlangrobustbasescalesspSparseMstringistringrsurvivaltibbletidyrtidyselectutf8vcdvctrsVIMviridisLitewithrzoo
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Transformed aCGH data | aCGH |
Add one data point | addDatapoint |
GC-corrected data for copy number variation | cnv_H2347 |
Combine two BayesCP objects | combine |
US COVID-19 data | covid |
Impute missing data | imputation |
Online change point detection algorithm for normally distributed data. | online_cp |
Plot BayesCP object | plot.BayesCP |
Summarize BayesCP object | summary.BayesCP |