Package: dualScale 1.0.0
Roberto de la Banda
dualScale: Dual Scaling Analysis of Data
Dual Scaling, developed by Professor Shizuhiko Nishisato (1994, ISBN: 0-9691785-3-6), is a fundamental technique in multivariate analysis used for data scaling and correspondence analysis. Its utility lies in its ability to represent multidimensional data in a lower-dimensional space, making it easier to visualize and understand underlying patterns in complex data. This technique has been implemented to handle various types of data, including Contingency and Frequency data (CF), Multiple-Choice data (MC), Sorting data (SO), Paired-Comparison data (PC), and Rank-Order data (RO), providing users with a powerful tool to explore relationships between variables and observations in various fields, from sociology to ecology, enabling deeper and more efficient analysis of multivariate datasets.
Authors:
dualScale_1.0.0.tar.gz
dualScale_1.0.0.tar.gz(r-4.5-noble)dualScale_1.0.0.tar.gz(r-4.4-noble)
dualScale_1.0.0.tgz(r-4.4-emscripten)dualScale_1.0.0.tgz(r-4.3-emscripten)
dualScale.pdf |dualScale.html✨
dualScale/json (API)
NEWS
| # Install 'dualScale' in R: |
| install.packages('dualScale', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- bad_coded - Nishisato and Clavel, artificial set of data
- christmas - Christmas party plans
- curricula - Curricula and Social classes
- goverment - Goverment services and facilities
- preferences - Preferences, artificial set of data
- singaporean - Singaporean children as viewed by adults
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 10 months agofrom:d5fae5d389. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 04 2024 |
| R-4.5-linux | OK | Sep 04 2024 |
Exports:ds_cfds_mcds_mc_checkds_mcfds_pcds_roplot_data
Dependencies:bitclicolorspaceebafansifarverffggplot2ggrepelgluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmatrixcalcmgcvmunsellnlmepillarpkgconfigpsychotoolsR6RColorBrewerRcpprlangscalestibbleutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Nishisato and Clavel, artificial set of data | bad_coded |
| Christmas party plans | christmas |
| Curricula and Social classes | curricula |
| Contingency and frequency data analysis | ds_cf |
| Multiple choice data analysis | ds_mc |
| Function to identify incorrect Multiple Choice input data | ds_mc_check |
| Forced multiple choice data analysis | ds_mcf |
| Paired comparison data analysis | ds_pc |
| Rank order data analysis | ds_ro |
| Goverment services and facilities | goverment |
| Obtain the data used in the graphs | plot_data |
| Plot of Dual Scale analysis | plot.dualScale |
| Preferences, artificial set of data | preferences |
| Print of Dual Scale analysis | print.dualScale |
| Singaporean children as viewed by adults | singaporean |
| Summary of Dual Scale analysis | summary.dualScale |