Package: fsdaR 0.9-0
Valentin Todorov
fsdaR: Robust Data Analysis Through Monitoring and Dynamic Visualization
Provides interface to the 'MATLAB' toolbox 'Flexible Statistical Data Analysis (FSDA)' which is comprehensive and computationally efficient software package for robust statistics in regression, multivariate and categorical data analysis. The current R version implements tools for regression: (forward search, S- and MM-estimation, least trimmed squares (LTS) and least median of squares (LMS)), for multivariate analysis (forward search, S- and MM-estimation), for cluster analysis and cluster-wise regression. The distinctive feature of our package is the possibility of monitoring the statistics of interest as a function of breakdown point, efficiency or subset size, depending on the estimator. This is accompanied by a rich set of graphical features, such as dynamic brushing, linking, particularly useful for exploratory data analysis.
Authors:
fsdaR_0.9-0.tar.gz
fsdaR_0.9-0.tar.gz(r-4.5-noble)fsdaR_0.9-0.tar.gz(r-4.4-noble)
fsdaR_0.9-0.tgz(r-4.4-emscripten)fsdaR_0.9-0.tgz(r-4.3-emscripten)
fsdaR.pdf |fsdaR.html✨
fsdaR/json (API)
NEWS
| # Install 'fsdaR' in R: |
| install.packages('fsdaR', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/uniprjrc/fsdar/issues
- Income1 - Income1
- Income2 - Income2
- M5data - Mixture M5 Data.
- X - Simulated data X.
- bank_data - Bank data (Riani et al., 2014).
- diabetes - Diabetes data
- emilia2001 - Demographic data from the 341 miniciplaities in Emilia Romagna (an Italian region).
- fishery - Fishery data.
- flea - Flea
- forbes - Forbes' data on air pressure in the Alps and the boiling point of water (Weisberg, 1985).
- geyser2 - Old Faithful Geyser Data.
- hawkins - Hawkins data.
- hospital - Hospital data
- loyalty - Loyalty data
- multiple_regression - Multiple regression data showing the effect of masking (Atkinson and Riani, 2000).
- mussels - Mussels data.
- poison - Poison
- swissbanknotes - Swiss banknote data
- swissheads - Swiss heads data
- wool - Wool data.
- z1 - Z1
Last updated 12 months agofrom:22cdf96a4e. Checks:OK: 2. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 01 2024 |
| R-4.5-linux | OK | Nov 01 2024 |
Exports:carbikeplotcorfwdplotcovplotfsmmmdrsfsmultFSR_controlFSReda_controlfsregfsrfanlevfwdplotLXS_controlmalfwdplotmalindexplotmdrplotmmdplotmmdrsplotmmmultMMreg_controlMMregeda_controlmyrngpsifunregspmplotresfwdplotresindexplotscoresmultspmplotSreg_controlSregeda_controltclustfsdatclustICtclustICplottclustICsoltclustreg
Dependencies:clicolorspacefansifarverggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrJavarlangscalestibbleutf8vctrsviridisLitewithr
