R: Flood Frequency Analysis Framework

# Flood Frequency Analysis Framework

## Documentation for package ‘ffaframework’ version 0.1.2

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

ffaframework-package | Flood Frequency Analysis Framework
CAN_05BB001 | CAN-05BB001
CAN_07BE001 | CAN-07BE001
CAN_08MH016 | CAN-08MH016
CAN_08NH021 | CAN-08NH021
CAN_08NM050 | CAN-08NM050
data_decomposition | Decompose Annual Maximum Series
data_geomet | Fetch Data from MSC GeoMet API
data_local | Fetch Local Package Data
data_mw_variability | Estimate Variance for Annual Maximum Series Data
data_screening | Perform Data Screening
eda_bbmk_test | Block-Bootstrap Mann-Kendall Test for Trend Detection
eda_kpss_test | Kwiatkowski–Phillips–Schmidt–Shin (KPSS) Unit Root Test
eda_mks_test | Mann–Kendall–Sneyers Test for Change Point Detection
eda_mk_test | Mann–Kendall Trend Test
eda_pettitt_test | Pettitt Test for Abrupt Changes in the Mean of a Time Series
eda_pp_test | Phillips–Perron Unit Root Test
eda_runs_test | Wald–Wolfowitz Runs Test for Randomness
eda_sens_trend | Sen's Trend Estimator
eda_spearman_test | Spearman Test for Autocorrelation
eda_white_test | White Test for Heteroskedasticity
ffaframework | Flood Frequency Analysis Framework
fit_gmle | Generalized Maximum Likelihood Parameter Estimation
fit_lmoments | L-Moments Parameter Estimation
fit_lmoments_kappa | L-Moments Parameter Estimation for the Kappa Distribution
fit_mle | Maximum Likelihood Parameter Estimation
framework_eda | Orchestrate Exploratory Data Analysis
framework_ffa | Orchestrate Flood Frequency Analysis
framework_full | Orchestrate the Full FFA Framework
model_assessment | Model Assessment
plot_ams_data | Plot Annual Maximum Series Data
plot_bbmk_test | Plot Block‐Bootstrap Mann–Kendall Test Results
plot_lmom_diagram | Plot L-Moment Ratio Diagram
plot_mks_test | Plot Mann–Kendall–Sneyers (MKS) Test Results
plot_nsffa_assessment | Plot Model Assessment for NS-FFA
plot_nsffa_estimates | Plot Estimated Return Levels for NS-FFA
plot_nsffa_fit | Plot Fitted Probability Distributions for NS-FFA
plot_pettitt_test | Plot Results from the Pettitt Change‐Point Test
plot_runs_test | Plot Runs Test Results
plot_sffa_assessment | Plot Model Assessment for S-FFA
plot_sffa_estimates | Plot Estimated Return Levels for S-FFA
plot_sffa_fit | Plot Fitted Probability Distribution for S-FFA
plot_spearman_test | Plot Spearman’s Rho Autocorrelation
select_ldistance | L-Distance Method for Distribution Selection
select_lkurtosis | L-Kurtosis Method for Distribution Selection
select_zstatistic | Z-Statistic Method for Distribution Selection
uncertainty_bootstrap | Parametric Bootstrap Uncertainty Quantification
uncertainty_rfgpl | Regula-Falsi Generalized Profile Likelihood Uncertainty Quantification
uncertainty_rfpl | Regula-Falsi Profile Likelihood Uncertainty Quantification
utils_cdf | Cumulative Distribution Functions for Probability Models
utils_generalized_likelihood | Generalized Log-Likelihood Functions for GEV Models
utils_log_likelihood | Log-Likelihood Functions for Probability Models
utils_quantiles | Quantile Functions for Probability Models
utils_sample_lmoments | Sample L-moments
utils_theoretical_lmoments | Theoretical L-moments of Probability Distributions