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.NET regression, anova, clustering, principal component analysis and much more.

15
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2.0
2 Ratings
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15
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0
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15
Total Downloads
0
Downloads Last Week
Downloads Last 10 Weeks
All Versions
2.0
2 Ratings
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1
Current Version
2.0
2 Ratings
5
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3
2
1

NMath StatsOverview

NMath Stats is a .NET statistics library containing classes for data manipulation, statistical computation, and biostatistics. Product features include:

* A data Frame class for holding data of various types (numeric, string, boolean, datetime, and generic), with methods for appending, inserting, removing, sorting, and permuting rows and columns.
* Functions for computing descriptive statistics, such as mean, variance, standard deviation, percentile, median, quartiles, Geometric mean, harmonic mean, RMS, kurtosis, skewness, and many more.
* Special functions, such as Factorial, log factorial, binomial coefficient, log binomial, log gamma, incomplete gamma, beta, and incomplete beta.
* Probability density function (PDF), cumulative distribution function (CDF), inverse CDF, and random variable moments for a variety of probability distributions, including beta, binomial, chi-square, exponential, F, gamma, geometric, logistic, log-normal, negative binomial, normal (Gaussian), Poisson, Student's t, triangular, and Weibull distributions.
* Multiple linear regression.
* Basic hypothesis tests, such as z test, t-test, and F-test, with calculation of p-values, critical values, and confidence intervals.
* One-way and two-way analysis of variance (ANOVA) and analysis of variance with repeated measures (RANOVA).
* Multivariate statistical analyses, including principal component analysis, hierarchical Cluster analysis, and k-means cluster analysis.
* Nonnegative Matrix factorization (NMF), and data clustering using NMF.
* Partial least squares (PLS), including cross validation and the SIMPLS and NIPALS algorithms.
* Data filtering, including a moving average filter and a Savitzky-Golay smoothing filter.

New

Fixed some bugs.

NMath StatsTech Specs

Version
3.1
Date
12.18.09
License
Free to try
Language
English
File Size
10.40MB
Category
SubCategory
Operating Systems
Windows XP, 2000, 98
System Requirements
No additional system requirements.

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