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VineCopula (version 2.5.1)

EmpCDF: Corrected Empirical CDF

Description

The empirical CDF with tail correction, ensuring that its output is never 0 or 1.

Usage

EmpCDF(x)

Value

A function with signature function(x) that returns \(F_n(x)\).

Arguments

x

numeric vector of observations

Details

The corrected empirical CDF is defined as $$ F_n(x) = \frac{1}{n + 1} \min\biggl\{1, \sum_{i = 1}^n 1(X_i \le x)\biggr\} $$

Examples

Run this code
# fit ECDF on simulated data
x <- rnorm(100)
cdf <- EmpCDF(x)

# output is bounded away from 0 and 1
cdf(-50)
cdf(50)

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