NEWS
SQIpro 0.1.0 (2026-04-20)
Initial Release
- Added
make_config() and validate_data() for data preparation.
- Added four scoring functions:
score_more(), score_less(),
score_optimum(), score_trapezoid(), and score_custom().
- Added
score_all() dispatcher for batch variable scoring.
- Added
select_mds() for PCA-based Minimum Data Set selection with
VIF filtering.
- Added six SQI indexing methods:
sqi_linear(), sqi_regression(),
sqi_pca(), sqi_fuzzy(), sqi_entropy(), sqi_topsis().
- Added
sqi_compare() to run and tabulate all methods together.
- Added
sqi_anova() with Tukey HSD post-hoc test.
- Added
sqi_sensitivity() for leave-one-out sensitivity analysis.
- Added six visualization functions:
plot_scores(), plot_sqi(),
plot_radar(), plot_pca_biplot(), plot_scoring_curves(),
plot_sensitivity().
- Added hypothetical
soil_data dataset (100 observations, 14 variables,
5 land-use systems, 2 depths).