This module runs the following analysis types over data sets:

- Basic single-series analysis.
- Bootstrap analysis of a series.
- Correlation analysis between two series.
- Regression analysis between two series.
- PCA (Principal Component) Analysis between 2 or more series.
- Clustering (K-Means, K-Medoids, Dendrogram, Spectral).
- One-Way and Two-Way ANOVA with Tukey procedure where relevant.

Time series analysis algorithms are also available:

- Auto-Correlation and Cross-Correlation.
- Fourier Transform (real parts, imaginary parts, and intensity).
- Moving Average.

All analysis types are carried out by a thread pool, which insures that all of the available processors are used in an optimal way. Thus, it runs the simulations one after the other if the machine has a single-core processor (Pentium IV, AMD64, etc), but it handles multiple cores if present (Core2Duo, i7, AMD X2, etc) to run simulations in parallel. For example, a quad-core processor allows the module to perform 4 analysis iterations at once, making the entire process 4 times faster than with Mathematica, Mathlab, or any other script-interpreting software package.

You can generate analysis reports just like this one

2r_data.txt · Last modified: 2011/08/13 00:55 (external edit) · []