Learn more about Statistics Toolbox

Examples

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Use this list to find examples in the documentation.

Organizing Data

Using Categorical Arrays
Using Dataset Arrays
Using Grouping Variables

Descriptive Statistics

Measures of Central Tendency
Measures of Dispersion
Measures of Shape
Resampling Statistics

Statistical Visualization

Scatter Plots
Box Plots
Normal Probability Plots
Quantile-Quantile Plots
Cumulative Distribution Plots
Other Probability Plots

Probability Distributions

Probability Density Functions
Cumulative Distribution Functions
Inverse Cumulative Distribution Functions
Distribution Statistics Functions
Distribution Fitting Functions
Negative Log-Likelihood Functions
Random Number Generators
Copulas
Common Generation Methods
Using Scramble, Leap, and Skip
Generate a Quasi-Random Point Set
Generate a Quasi-Random Stream
Generating Data Using the Pearson System
Generating Data Using the Johnson System

Multivariate Methods

Gaussian Mixture Models
Multidimensional Scaling
Sequential Feature Selection
Nonnegative Matrix Factorization
Principal Component Analysis
Factor Analysis

Hypothesis Tests

Hypothesis Testing
Kruskal-Wallis Test
Friedman's Test

Analysis of Variance

One-Way ANOVA
Multiple Comparisons
Two-Way ANOVA
N-Way ANOVA with a Small Data Set
N-Way ANOVA with a Large Data Set
ANOVA with Random Effects
Analysis of Covariance
ANOVA with Multiple Responses

Regression Analysis

Programmatic Multiple Linear Regression
Interactive Multiple Linear Regression
Programmatic Robust Regression
Interactive Robust Regression
Programmatic Stepwise Regression
Interactive Stepwise Regression
Ridge Regression
Partial Least Squares
Programmatic Polynomial Regression
Interactive Polynomial Regression
Programmatic Response Surface Methodology
Interactive Response Surface Methodology
Generalized Linear Models
A Parametric Nonlinear Model
Mixed-Effects Models Using nlmefit and nlmefitsa
Regression Trees

Cluster Analysis

Hierarchical Clustering
K-Means Clustering
Gaussian Mixture Models

Classification

Discriminant Analysis
Classification Trees

Markov Models

Markov Chains
Hidden Markov Models (HMM)

Design of Experiments

Full Factorial Designs
Fractional Factorial Designs
Response Surface Designs
D-Optimal Designs

Statistical Process Control

Control Charts
Capability Studies

Parallel Computing

Parallel Treebagger
Parallel Jackknife
Parallel Cross Validation
Parallel Bootstrap

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