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Introduction to Statistical Methods with MATLAB

Offered By: MathWorks via MATLAB Academy

Tags

MATLAB Courses Statistics & Probability Courses Data Visualization Courses Linear Regression Courses Statistical Analysis Courses Nonlinear Regression Courses

Course Description

Overview

  • Introduction: Familiarize yourself with statistical analysis and the course.
  • Exploring Data: Introduction to descriptive statistics and data distributions.
  • Fitting a Curve to Data: Fit linear and nonlinear models to data.
  • Interpolating Data: Interpolate values from a data set.
  • Next Steps: Give feedback on the course.

Syllabus

  • Course Overview
  • Visualizing Data Sets
  • Measures of Centrality and Spread
  • Distributions
  • Review - Exploring Data
  • Linear Regression
  • Evaluating Goodness of Fit
  • Nonlinear Regression
  • Review - Fitting a Curve to Data
  • Linear Interpolation
  • Nonlinear Interpolation
  • Review - Interpolation
  • Additional Resources
  • Survey

Taught by

Ben Placek

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