download25.com
Your free TOP 25 download source!
NMath Stats 3.6
.NET regression, anova, clustering, principal component analysis and much more.
|
||||||||||||||||||||
|
Review NMath Stats contains a data table class with functions for computing descriptive statistics, such as mean, variance, standard deviation, percentile, median, quartiles, geometric mean, harmonic mean, RMS, kurtosis, skewness, and many more; PDF, CDF, inverse CDF, and random variable moments for probability distributions, including normal (Gaussian), Poisson, chi-square, gamma, beta, Student's t, F, binomial, Johnson and negative binomial; Combinatorial functions, such as factorial, log factorial, binomial coefficient, and log binomial; Multiple linear regression; Logistic 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); Partial least squares (PLS) with cross validation and the NIPALS and SIMPLS algorithms; Kruskal-Wallis ranks sum test; Non-negative matrix factorization (NMF); smoothing filters; principal component analysis and clustering. If you are interested in evaluating NMath Stats, we offer a free fully-functional trial version, distributed in binary form only for a 30-day evaluation period. Purchased product includes source code, user documentation, help files and examples. |
||||||||||||||||||||
|
Changelog: Version: 3.6(11 May 2013) Added logistic regression and process capability. Version: 3.5(23 Jul 2012) Added support for factor analysis, Anderson-Darling, Fisher's Exact and Shapiro Wilk. Version: 3.4(26 Sep 2011) Performance improvements and bug fixes. Version: 3.3(07 Feb 2011) - Added chi square hypothesis test. Performance improvements. Version: 3.2(31 Jul 2010) - NMathStats320EvalSetup.exe Now ships with Kruskal-Wallis rank sum test, goodness of fit measures and the johnson distribution. Improved support for .NET 4.0 and performance improvements. Version: 3.1(16 Nov 2009) Now ships with Kmeans clustering, Savitzky-Golay smoothing and Cronbach's alpha. Miscellaneous bug fixes and performance improvements. Version: 3.0(14 Apr 2009) Now ships with non-negative matrix factorization (NMF) clustering, a DataFrame custom debug visualizer and single-precision principal component analysis. Calculations distributed to all cores on multi-core machines. Miscellaneous bug fixes and performance improvements. Version: 2.4(18 Feb 2008) Now ships with 64-bit prebuilt assemblies. Miscellaneous bug fixes especially with respect to threading. Faster computation. Version: 2.3(18 Feb 2008) Added partial least squares (PLS) and non-negative matrix factorization (NNMF). Better support for Visual Studio 2005, .NET 2.0. Improved performance. Version: 2.1.3(07 Oct 2006) - Improved performance. Version: 2.1.1 - BBDBViewerPlusSetup.exe Tags: | Statistics | Analysis | Vbnet | Stats |
||||||||||||||||||||
( - 15.84 MB)
|
||||||||||||||||||||
