Data Analysis - AnyIntelli/cancermath.org GitHub Wiki

DEPRECATED PROJECT

Download "Data Analysis" / Released - November 2013 / Size - 2.3 MB / Platform - Windows XP+

“Data Analysis” is a package with basic statistical data checks. It includes both one- and two-dimensional data visualization and evaluation of most used sample characteristics like average, deviation, skewness, kurtosis, antikurtosis, Pearson’s variation coefficient etc.

One-dimensional data is grouped by variants and classes. Then frequency histogram and empirical function are visualized as well as parameters of distribution and commutative distribution functions are estimated.

The package is able to find out parameters of possible Normal, Exponential, Uniform and **Weibull **distribution law. Kolmogorov’s and Pearson’s checks as fitness quality criteria.

Data simulation tool also comes built-in. It generates random samples of various size by set of parameters of Exponential, Normal or Weibull law.

For two-dimensional data samples correlation field is displayed. **Linear **and parabolic regression parameters are estimated.

Program supports single sample text files as well as CSV-files as input (data format examples are attached).

Sample

Sample

Basic Stats

Basic Stats

Normal Distribution

Normal Distribution

Uniform Distribution

Uniform

Series Creation

Series Creation

Correlation Field

Correlation Field

Exponential Frequency

Uniform

Weibull Frequency

Weibull Frequency

Uniform Frequency

Uniform Frequency

Normal Frequency

Normal Frequency