simpleCvMgof: Perform a Simple Cramer-von Mises Goodness-of-Fit Test

In Dogoftest: Distributed Online Goodness-of-Fit Tests for Distributed Datasets

Perform a Simple Cramer-von Mises Goodness-of-Fit Test

Description

This function performs a simple Cramer-von Mises goodness-of-fit test to assess whether a given sample comes from a uniform distribution. The test statistic and p-value are calculated based on the sorted sample data.

Usage

simpleCvMgof(X)

Arguments

X	A numeric vector containing the sample data.

Value

statistic	The value of the Cramer-von Mises test statistic.
pvalue	The p-value for the test.
statname	The name of the test statistic.

Examples

# Example usage:
set.seed(123)
X <- runif(100)  # Generate a sample from a uniform distribution
result <- simpleCvMgof(X)
print(result)

# Example with non-uniform data:
Y <- rnorm(100)  # Generate a sample from a normal distribution
result <- simpleCvMgof(Y)
print(result)

Dogoftest documentation built on Aug. 8, 2025, 7:35 p.m.