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  • Last update: 5 years ago
  • Total downloads: 21
  • Operating system: Linux, Mac OS X, Win All, BSD, Solaris
  • Publisher: Yoav Aminov
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scripts default iconFBD - "Find the Best Distribution" tool (Scripts) Publisher's description

With this GUI you can find the best distribution that fits your data.

With this GUI you can find the best distribution that fits your data.
1. Save the Main_FitDistribution_GUI.fig and Main_FitDistribution_GUI.m files at the same directory.
2. Run the Main_FitDistribution_GUI.m file.
3. Load data using the "Load Data" button. The file should be a text file with 1 column containing the data. The attached file "DataExample.txt" contains data in a legal format.
4. choose whether you want to fit continuous of discrete distributions, and whether you want to display the PDFs of the CDFs (with the pop-down menus). The lists of optional distributions are displayed on the left side of the GUI.
5. Press "FIT!"
6. You will see the 4 best fits on the graph, and detailed parameters of the best 4 distributions under the graph. The parameters are:
- Distribution name.
- NLogL - Negative of the log likelihood.
- BIC - Bayesian information criterion.
- AIC - Akaike information criterion.
- AICc - AIC with a correction for finite sample sizes.
- Parameters names.
- Parameters values.

This GUI is based on a code written by
Michael Sheppard from MIT Lincoln Laboratory.

System Requirements:

No special requirements.
Program Release Status: New Release
Program Install Support: Install and Uninstall

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