Computational statistics handbook with matlab pdf

  • MATLAB for Data Analysis
    Interactive and highly customizable data visualizations.
    Apps and Live Editor tasks that helps with interactive data cleaning, preparation, and code generation.
    Thousands of prebuilt functions for statistical analysis, machine learning, and signal processing.
  • MATLAB is not just a statistical package, but a numerical computing environment that offers much more flexibility than pure statistical softwares, especially for more advanced analysis.
    It's not a drag-from-menu-bar application, and you need to learn the MATLAB programming language.
  • You can use descriptive statistics, visualizations, and clustering for exploratory data analysis; fit probability distributions to data; generate random numbers for Monte Carlo simulations, and perform hypothesis tests.

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