Extreme Optimization Statistics Library for .NET 1.0
Statistical library for the .NET Framework
Descriptive Statistics
- Measures of central tendency: mean, median, trimmed mean, harmonic mean, geometric mean.
- Measures of scale: variance, standard deviation, range, interquartile range, absolute deviation from mean and median.
- Higher moments: skewness, kurtosis.
Probability Distributions
- Probability density function (PDF).
- Cumulative distribution function (CDF).
- Percentile or inverse cumulative distribution function.
- Moments: mean, variance, skewness and kurtosis.
- Generate random samples from any distribution.
Continuous Probability Distributions
- Beta distribution.
- Cauchy distribution.
- Chi-squared distribution.
- Erlang distribution.
- Exponential distribution.
- F distribution.
- Gamma distribution.
- Gumbel distribution.
- Laplace distribution.
- Logistic distribution.
- Lognormal distribution.
- Normal distribution.
- Pareto distribution.
- Rayleigh distribution.
- Student t distribution.
- Triangular distribution.
- Uniform distribution.
- Weibull distribution.
Discrete Probability Distributions
- Bernoulli distribution.
- Binomial distribution.
- Geometric distribution.
- Hypergeometric distribution.
- Negative binomial distribution.
- Poisson distribution.
- Uniform distribution.
Histograms
- One-dimensional histograms.
- Probability distribution associated with a histogram.
Statistical tests
- Tests for the mean: one sample z-test, one sample t-test.
- Paired and unpaired two-sample t test for the difference between two sample means.
- One sample chi-squared test for variance.
- F-test for the ratio of two variances.
- One and two sample Kolmogorov-Smirnov test.
- Anderson-Darling test for normality.
- Chi-squared goodness-of-fit test.
- Bartlett and Levene tests for homogeneity of variances.
General Linear Model
- Infrastructure for General Linear Model and Generalized Linear Model calculations.
- Analysis of variance.
- Regression Follow the link and free download Extreme Optimization Statistics Library for .NET now.
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