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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