Add Stats and Probability to .NET/COM/WS Apps
Include Statistics, Discrete Probability, Regular Probability Distributions, Hypothesis Tests, Correlation and Linear Regression functionality to your. INTERNET, COM, and XML Internet service Applications.
Statistics Component
Incorporates topic from information presentation (incl. standard, comparable and cumulative frequency tables), Basic Statistics (incl. gauge of centrality, dispersion plus relative location) and Assembled Data (incl. Sample Entail, Variance and Standard Change
Discrete Probability Module
Encapsulates the probabilistic study associated with finite group of events (i. e. discrete probability) plus experiments using a finite amount of outcomes (i. electronic. discrete random variables). Which includes: probability measures, union/intersection regulation, conditionals/complementary probability; cumulative submission functions, mean/variance/expected return associated with Random Variable.
Correlation plus Regression Module
Allows the particular user to investigate human relationships between two variables. These types of finding can be utilized to predict one adjustable from the given beliefs of other variables. We all cover linear (Spearmans, t-test, z-transform) and rank (Spearmans, Kendalls) correlation, linear regression and conditional means.
Regular Probability Distributions Module
This particular module assists in the particular development of applications that will incorporate the Binomial, Poisson, Normal, Lognormal, Pareto, Even, Hypergeometric, Weibull and Rapid probability distributions. The PDF FILE, CPDF and inverse, entail, variance, Skewness and Kurtosis, random number generators are usually implemented where appropriate and their approximations.
Curve Installing Module
The Curve Installing module offers procedures simply by which linear and non-linear functions can be installed in accordance with the particular least squares method of the given data set which might or may not display measurement errors. We furthermore include functionality which works ANNOVA type analysis which includes goodness-of-fit measures such since the R-Squared measure plus T-Test statistic.
Confidence Periods and Hypothesis Testing Component
Presents two aspects associated with inferential statistics known like confidence intervals and speculation testing.
The product also provides the following technology factors:
3-in-1:. NET, COM, plus XML Web services : 3 DLLs, 3 API Docs,...
Extensive Client Illustrations (Delphi, C#, VB. NET)
ADO Mediator
Compatible Storage containers (Delphi 3-8 and 2006, C Builder, Office)
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WebCab Probability and Stat for Delphi
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