Package index • ffaframework

All functions

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_mk_test(): Mann–Kendall Trend Test

eda_mks_test(): Mann–Kendall–Sneyers Test for Change Point Detection

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 ffaframework-package: 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