- 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.
Introduction to Statistical Methods with MATLAB
Overview
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
