Offers functionality from Basic Statistics, Discrete Probability, Standard Probability Distributions, Hypothesis Testing, Correlation and Linear Regression. Statistics Module The Statistics module incorporates evaluation procedures of standard quantitative measures of centrality (mean) and dispersion of (discrete) numerical sets. This module incorporates weighted averages, geometric mean, Inter-Quartile range, mean and standard deviation, sample variance and the coefficient of variation. Discrete Probability Module The Discrete Probability module encapsulates the foundations of discrete probability and discrete probability distributions. This component includes the addition law, conditional probability, cumulative distribution function, mean and variance of a distribution, expected values, covariance and simplification of expressions involving random variables. Correlation and Regression Module Allows the user to investigate relationships between two variables. These finding can be used to predict one variable from the given values of other variables. We cover linear (Spearman''s, t-test, z-transform) and rank (Spearman''s, Kendall''s) correlation, linear regression and conditional means. Standard Probability Distributions Module This module assists in the development of applications that incorporate the Binomial, Poisson, Normal, Lognormal, Pareto, Uniform, Hypergeometric and Exponential probability distributions. The probability density function, cumulative distribution function and inverse, mean, variance, Skewness and Kurtosis are implemented where appropriate and/or their approximations for each distribution. We also offer methods which randomly generate numbers from a given distribution. Curve Fitting Module The Curve Fitting module offers procedures by which linear and non-linear functions can be fitted in accordance with the least squares approach to a given data set which may or may not exhibit measurement errors. We also include functionality which performs ANNOVA type analysis including goodness-of-fit measures such as the R-Squared measure and T-Test statistic. Confidence Intervals and Hypothesis Testing Module Within this component we present two aspects of inferential statistics known as confidence intervals and hypothesis testing.
VERSION HISTORY
- Version 3.6 posted on 2006-09-12
Program Details
- Category: Business > Math & Scientific Tools
- Publisher: WebCab Components
- License: Free Trial
- Price: $199.00
- Version: 3.6
- Platform: windows
EULA
WebCab Probability and Statistics Developer License PLEASE READ THIS AGREEMENT CAREFULLY BEFORE USING THE COMPONENT. WEBCAB WILL ONLY GRANT A LICENSE FOR THIS COMPONENT IF YOU FIRST ACCEPT THE TERMS OF THIS AGREEMENT. In this license the vendor, WebCab Limited is referred to as WebCab. This J2SE Component is licensed on a per developer basis. A developer may use a license on several machines as long as they are not used concurrently nor used by another developer. This is the license agreement for one developer of the Probability and Statistics J2SE Component, herein referred to as the "Component". WebCab grants you a nonexclusive license for the J2SE Component. If WebCab grants you multiple licenses for the component, the terms of this Agreement apply to each license. In particular, a 4 developer team license is equivalent to four single developer licenses. 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