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kurtosis's Introduction

Kurtosis Calculation and Comparison

This Python script calculates the kurtosis of generated probability density functions (PDFs) for uniform and Gaussian distributions. It compares the results obtained using a custom kurtosis function with those from Python's pre-made library function.

Functionality

The script performs the following steps:

  1. Generate PDFs:

    • Generates a uniform distribution and a Gaussian (normal) distribution.
  2. Calculate Kurtosis:

    • Uses a custom kur function to calculate the kurtosis of the distributions.
    • Calculates the kurtosis using Python's built-in kurtosis function.
  3. Compare Results:

    • Compares the kurtosis values obtained from the custom function and the pre-made library function.
  4. Analyzing Differences:

    • Calculates the absolute difference between the kurtosis values obtained from the custom and library functions.
    • Determines if the kurtosis values are consistent and identical across both methods.

Usage

  1. Run the Script:

    • Execute the script in a jupyter environment.
  2. Review Results:

    • Examine the kurtosis values printed to the console.
    • Assess whether the custom function and the pre-made library function yield identical results.

License

This project is licensed under the MIT License.

kurtosis's People

Contributors

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Stargazers

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