NMath Stats 3.4 | CenterSpace Software

By: Centerspace  06-Dec-2011
Keywords: Statistical Computation

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.
  • Non-parametric tests, such as the Kolmogorov-Smirnov test and Kruskal-Wallis rank sum test.
  • 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.
  • Plotting using the Microsoft Chart Controls for .NET.

Keywords: Statistical Computation

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