Package: compindexR 0.1.1
Olgun Aydin
compindexR: Calculates Composite Index
It uses the first-order sensitivity index to measure whether the weights assigned by the creator of the composite indicator match the actual importance of the variables. Moreover, the variance inflation factor is used to reduce the set of correlated variables. In the case of a discrepancy between the importance and the assigned weight, the script determines weights that allow adjustment of the weights to the intended impact of variables. If the optimised weights are unable to reflect the desired importance, the highly correlated variables are reduced, taking into account variance inflation factor. The final outcome of the script is the calculated value of the composite indicator based on optimal weights and a reduced set of variables, and the linear ordering of the analysed objects.
Authors:
compindexR_0.1.1.tar.gz
compindexR_0.1.1.zip(r-4.5)compindexR_0.1.1.zip(r-4.4)compindexR_0.1.1.zip(r-4.3)
compindexR_0.1.1.tgz(r-4.4-any)compindexR_0.1.1.tgz(r-4.3-any)
compindexR_0.1.1.tar.gz(r-4.5-noble)compindexR_0.1.1.tar.gz(r-4.4-noble)
compindexR_0.1.1.tgz(r-4.4-emscripten)compindexR_0.1.1.tgz(r-4.3-emscripten)
compindexR.pdf |compindexR.html✨
compindexR/json (API)
| # Install 'compindexR' in R: |
| install.packages('compindexR', repos = c('https://olgnaydn.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/olgnaydn/compindexr/issues
Last updated 1 years agofrom:4f1edb2a1e. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Aug 27 2024 |
| R-4.5-win | OK | Aug 27 2024 |
| R-4.5-linux | OK | Aug 27 2024 |
| R-4.4-win | OK | Aug 27 2024 |
| R-4.4-mac | OK | Aug 27 2024 |
| R-4.3-win | OK | Aug 27 2024 |
| R-4.3-mac | OK | Aug 27 2024 |
Exports:calc_averagecalc_compindexci_optimizerscalingsi_linearsi_linear_excsi_linear_exc_vif
Dependencies:abindbackportsbootbroomcarcarDataclicolorspacecowplotcpp11DerivdoBydplyrfansifarvergenericsggplot2gluegtableisobandlabelinglatticelifecyclelme4magrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamodelrmunsellNlcOptimnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigpracmapurrrquadprogquantregR6RColorBrewerRcppRcppEigenrlangscalesSparseMstringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Calculate averages | calc_average |
| Calculating composite indicator automatically step by step | calc_compindex |
| Optmization algorithm based on fmincon | ci_optimizer |
| Normalization and standardization techniques | scaling |
| Calculate Si using linear method | si_linear |
| Calculate Si using linear method by excluding Xi | si_linear_exc |
| Calculate Si using linear method by excluding Xi using VIF | si_linear_exc_vif |