I am looking for a library that does advanced math, statistics, statistical distribution, etc..
Currently I am looking for something that does binomial and poisson distribution.
I am looking for a library that does advanced math, statistics, statistical distribution, etc..
Currently I am looking for something that does binomial and poisson distribution.
MathDotNet should have the functions you are looking for, although it may be a bit of overkill depending on how much functionality you need. It offers:
For a complete list see this page.
.NET Framework languages C#, F# and VB.NET
ILNumerics.Net high performance, typesafe numerical array classes and functions for general math, FFT and linear algebra, aims .NET/mono, 32&64 bit, script-like syntax in C#, 2D & 3D plot controls, efficient memory management
IMSL Numerical Libraries for .NET is a set of mathematical, statistical, data mining, financial and charting classes written in C#.
Measurement Studio is an integrated suite UI controls and class libraries for use in developing test and measurement applications. The analysis class libraries provide various digital signal processing, signal filtering, signal generation, peak detection, and other general mathematical functionality.
NMath by CenterSpace Software: numerical component libraries for the .NET platform, including signal processing (FFT) classes, a linear algebra (LAPACK & BLAS) framework, and a statistics package.
suanshu.net by Numerical Method Inc.: is a large collection of numerical algorithms including linear algebra, (advanced) optimization, interpolation, Markov model, principal component analysis, time series analysis, hypothesis testing, regressions, statistics, ordinary and partial differential equation solvers, and suanshu. NLinear is a generic linear algebra toolkit in C# compatible with Silverlight.
Math.NET Numerics is a pretty good open source library for .NET. According to its site:
Numerics is the numerical foundation of the Math.NET project, aiming to provide methods and algorithms for numerical computations in science, engineering and every day use. Covered topics include special functions, linear algebra, probability models, random numbers, interpolation, integral transforms and more.
If commercial library is an acceptable choice for you there are several of them I can recommend.
You can try
Extreme Optimization, The Extreme Optimization Numerical Libraries for .NET are a collection of general-purpose mathematical and statistical classes built for the Microsoft .NET framework.
FoundaStat (exist a free version) , is a statistical library for Microsoft .NET platform. FoundaStat provides statistical computation capabilities to all .NET software products. It includes classes that provide capabilities to interface with the various data format, calculating descriptive statistics, correlation analysis, statistical inferences, ANOVA, and multiple regression analysis.
Other links
You should look at CenterSpace Software's .NET stats package. We have binomial and poisson distributions, their CDF, and inverses (which can be a pain to accurately calculate.).
The Stats package offers high performance classes for:
Paul