Introduction to Statistical Methods with MATLAB

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Engaging video tutorials


Hands-on exercises with automated assessments and feedback


Lessons available in English and Japanese

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Familiarize yourself with statistical analysis and the course.


Exploring Data

Introduction to descriptive statistics and data distributions.

  • Visualizing Data Sets
  • Measures of Centrality and Spread
  • Distributions


Fitting a Curve to Data

Fit linear and nonlinear models to data.

  • Linear Regression
  • Evaluating Goodness of Fit
  • Nonlinear Regression


Interpolating Data

Interpolate values from a data set.

  • Linear Interpolation
  • Nonlinear Interpolation

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