Introduction to Statistical Methods with MATLAB

These interactive lessons are available only to users at universities with access to the MATLAB Academic Online Training Suite.


 

Access to MATLAB through your web browser

 

Engaging video tutorials

 

Hands-on exercises with automated assessments and feedback

 

Lessons available in English and Japanese


Select a Lesson to Get Started


1.

Introduction

Familiarize yourself with statistical analysis and the course.


2.

Exploring Data

Introduction to descriptive statistics and data distributions.

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

3.

Fitting a Curve to Data

Fit linear and nonlinear models to data.

  • Linear Regression
  • Evaluating Goodness of Fit
  • Nonlinear Regression

4.

Interpolating Data

Interpolate values from a data set.

  • Linear Interpolation
  • Nonlinear Interpolation

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