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Statistics Toolbox 7.4

Learn more about Statistics Toolbox through product demos and online seminars that highlight features or application examples.
 

Introductory Demos

 

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.

 

Improving an Engine Cooling Fan Using Design for Six Sigma Techniques  

 

Nonparametric Fitting   4:08  New

 

An Introduction to Classification   9:04  New

Develop predictive models for classifying data

 

Fitting Distributions to 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    New

 

Multivariate Analysis

 

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    New

 

Regression

 

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    New

 

Hypothesis Testing

 

Selecting a Sample Size  


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