Statistics Library User's Guide

Numerics.NET makes a wide range of statistical techniques available on the .NET platform. Building on the Mathematics Library, it provides robust and reliable tools for data analysis, simulation and modelling.

The Statistics Library of Numerics.NET contains classes for a wide range of statistical techniques. The classes are organized in a consistent namespace hierarchy as follows:

Namespace

Description

Numerics.NET.Statistics

Contains fundamental classes for statistical objects, such as variables, linear models, ANOVA tables, as well as commonly-used statistical data types and exceptions.

Numerics.NET.Statistics.Distributions

Contains classes that implement probability distributions.

Numerics.NET.Statistics.Multivariate

Contains classes that implement multivariate statistical analysis methods, including cluster analysis and principal component analysis.

Numerics.NET.Random

Contains classes for working with random numbers quasi-random sequences.

Numerics.NET.Statistics.Tests

Contains classes that implement statistical hypothesis tests.

Numerics.NET.Statistics.TimeSeriesAnalysis

Contains classes for working with time series.