MATLAB Program for Calculating Correlation Dimension
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Resource Overview
Detailed Documentation
This compressed package contains a MATLAB program designed for calculating correlation dimension. The program implements advanced algorithms to accurately compute the correlation dimension of datasets. The implementation utilizes efficient matrix operations and optimized distance calculations to achieve high computational speed, enabling rapid processing of large datasets. Additionally, the program features a straightforward installation process and user-friendly interface, making it accessible for beginners. Key functions include data preprocessing, distance matrix computation, and logarithmic scaling analysis for dimension estimation. If you need to deeply analyze the correlation dimension of your datasets, this program serves as an excellent tool.
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