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statistical-analysis

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This repository contains a companion guide to Harvey Motulsky's Intuitive Biostatistics, 4th edition. The guide is designed to enhance understanding of the concepts explained in the book by providing practical examples and additional studies in a Jupyter-book format. (work in progress)

  • Updated Jun 10, 2024
  • Jupyter Notebook

This repository provides MATLAB implementations of plfit and plpva functions for fitting power-law distributions to empirical data using maximum likelihood estimation (MLE) and statistical goodness-of-fit tests. These tools accurately model complex systems with significant tail behaviors, common in fields like physics, biology, and economics.

  • Updated Jun 10, 2024
  • MATLAB

calculates monthly interest rates for a data scientist's income over 7 months using different APRs. Findings include average and mean APR, income before and after interest, and visualizations of income and interest rates. Ideal for financial analysis enthusiasts, it offers insights into income variations and interest impacts."

  • Updated Jun 9, 2024

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