Changelog
Source:NEWS.md
ffaframework 0.1.0
CRAN release: 2025-08-25
- Run EDA, FFA, or both using the
framework_*
high-level wrapper functions. - Use the
eda_*
functions to explore annual maximum series data for evidence of nonstationarity and inform approach selection (S-FFA or NS-FFA). This includes detecting statistically significant change points and temporal trends (in both the mean and variability). - Use the
select_*
functions to choose a suitable probability distribution using the L-moments. - Use the
fit_*
functions to estimate parameters for a given distribution and modelling approach. - Use the
uncertainty_*
functions to quantify uncertainty by computing confidence intervals. - Use the
model_assessment
function to evaluate model performance using a variety of metrics.
Additional utility functions for visualization and computation are also available:
-
data_*
functions load, transform, and decompose annual maximum series data. -
plot_*
functions produce diagnostic and summary plots. -
utils_*
functions implement distribution-specific computations.