Diag_Non_Con_Trunc_Sel: Godness of fit of the selected non-extreme marginal...

In rjaneUCF/MultiHazard: Tools for modeling compound events

Godness of fit of the selected non-extreme marginal distribution

Description

Plots demonstrating the goodness of fit of a selected (truncated) non-extreme marginal distribution to a dataset.

Usage

Diag_Non_Con_Trunc_Sel(
  Data,
  Selected,
  Omit = NA,
  x_lab = "Data",
  y_lim_min = 0,
  y_lim_max = 1
)

Arguments

Data	Numeric vector containing realizations of the variable of interest.
Selected	Character vector of length one specifying the chosen distribution, options are the Birnbaum-Saunders "BS", exponential "Exp", two-parameter gamma "Gam(2)", three-parameter gamma "Gam(3)", mixed two-parameter gamma "GamMix(2)", mixed three-parameter gamma "GamMix(3)", lognormal "LogN", Tweedie "Twe" and Weibull "Weib".
Omit	Character vector specifying any distributions that are not to be tested. Default "NA", all distributions are fit.
x_lab	Character vector of length one specifying the label on the x-axis of histogram and cummulative distribution plot.
y_lim_min	Numeric vector of length one specifying the lower y-axis limit of the histogram. Default is 0.
y_lim_max	Numericr vector of length one specifying the upper y-axis limit of the histogram. Default is 1.

Value

Panel consisting of three plots. Upper plot: Plot depicting the AIC of the eight fitted distributions. Middle plot: Probability Density Functions (PDFs) of the fitted distributions superimposed on a histogram of the data. Lower plot: Cumulative Distribution Functions (CDFs) of the fitted distributions overlaid on a plot of the empirical CDF.

See Also

Diag_Non_Con_Trunc

Examples

S20.OsWL<-Con_Sampling_2D(Data_Detrend=S20.Detrend.df[,-c(1,4)],
                          Data_Declust=S20.Detrend.Declustered.df[,-c(1,4)],
                          Con_Variable="OsWL",Thres=0.97)
Diag_Non_Con_Trunc(Data=S20.OsWL$Data$Rainfall,x_lab="Rainfall (Inches)",
                   y_lim_min=0,y_lim_max=2)
Diag_Non_Con_Sel_Trunc(Data=S20.OsWL$Data$Rainfall,x_lab="Rainfall (Inches)",
                       y_lim_min=0,y_lim_max=2,Selected="Twe")

rjaneUCF/MultiHazard documentation built on April 20, 2024, 12:48 a.m.