Video
Working with Probability Distributions 8:15
Fit distributions to empirical data, and visually explore the effects of changing parameters on the shape of a distribution.
html demo
Improving an Engine Cooling Fan Using Design for Six Sigma Techniques
Nonparametric Fitting 4:08
An Introduction to Classification 9:04
Develop predictive models for classifying data
Simulating Dependent Random Variables Using Copulas
Analyzing Survival or Reliability Data
Fitting Custom Univariate Distributions
Fitting Custom Univariate Distributions, Part 2
Modelling Data with the Generalized Extreme Value Distribution
Modelling Tail Data with the Generalized Pareto Distribution
Curve Fitting and Distribution Fitting
Fitting a Univariate Distribution Using Cumulative Probabilities
Nonparametric Estimates of Cumulative Distribution Functions and Their Inverses
Factor Analysis
Classical Multidimensional Scaling
Non-Classical Multidimensional Scaling
Visualizing Multivariate Data
Classification
Cluster Analysis
Fitting an Orthogonal Regression Using Principal Components Analysis
Selecting Features for Classifying High-dimensional Data
Fitting Data with Generalized Linear Models
Weighted Nonlinear Regression
Pitfalls in Fitting Nonlinear Models by Transforming to Linearity
Time Series Regression of Airline Passenger Data
Partial Least Squares Regression and Principal Components Regression
Selecting a Sample Size
Licensed Users: Download a 15-day trial of most MathWorks products (login required). Don't Have a License? Request trial software and a MathWorks representative will call to get you started.