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Extended Probability & Statistics

Extended Probability & Statistics in Mathematica 11

Mathematica Version 11 adds numerous improvements and extensions throughout the probability and statistics functionality. From descriptive statistics and random variables to time series and random processes, the whole framework is stronger, faster, and easier to use.

Key Features

  • Numerous improvements across all probability and statistics functions. »
  • Performance improvements for several descriptive statistics functions. »
  • New and improved hypothesis tests. »
  • New and improved parametric distributions, including estimation and sampling. »
  • Improved transformed distribution, including automatic simplification, as well as products and quotients of random variables. »
  • Improved derived distribution support, including estimation and sampling. »
  • Improved formula distribution support, including normalization and sampling. »
  • Numerical expectation computation of arbitrary matrix properties. »
  • Numerical expectation computation of arbitrary matrix properties. »

Related Examples


Expanded Distribution Coverage »
Faster Computation of Distribution Properties »
Faster Distribution Estimation »
Social Networks Modeling »

More Automatic Simplification for Transformed Distributions »
PDF for Product/Quotients of Random Variables »
Improved Sampling of Truncated Distributions »
Image Segmentation with Gaussian Mixture Model »

Sample Points from Regions »
Sample from a Poisson Point Process »
Inhomogeneous Poisson Process »
Estimation of Irregularly Sampled Random Processes »

Improved Performance of Data Binning »
Multivariate Normality Test »
Log Returns of Stock Prices »
Heart Disease Data Analysis »