Statistical and multifractal analysis of early warning signals in financial time series with hourly data in Python 3 for bachelor's diploma
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Jun 22, 2024 - Jupyter Notebook
Statistical and multifractal analysis of early warning signals in financial time series with hourly data in Python 3 for bachelor's diploma
Models of Bak-Tang-Wiesenfeld, Manna, Feders and stochastic Feders sand piles on cellular automaton and random graphs in Python 3
Time series analysis codes used in the company's data science projects.
Toolbox for conducting multifractal analysis of time series data using Julia
python package for DFA (Detrended Fluctuation Analysis) and related algorithms
Multifractal Detrended Fluctuation Analysis in Python
To increase efficiency of a cotton mill. I set up an ANOVA 3 factor analysis model in R to determine best spindle & position that produces the longest roving. The only significant difference in roving length was observed when position was 3 and spindle was 1 or 2. (ANOVA Model in R)
Tools (C/Matlab) for multifractal analysis of 1D (time-series) and 2D (images) signals
This is a plugin for ImageJ2 for multifractal analysis of 2D and 3D images. Cite: MULTIFRAC: An ImageJ plugin for multiscale characterization of 2D and 3D stack images . IG Torre, R. J. Heck and AM Tarquis. SoftwareX, 12, 100574.
a wavelet-based multifractal image analysis tool implementing the WTMM (Wavelet Transform Modulus Maxima) method.
This is a project related to multifractality in random networks and spatial long-range analysis.
Application of the MultiFractal Detrended Fluctuation Analysis to Time Series
The entropy module can be found here: https://github.com/nikdon/pyEntropy/blob/master/pyentrp/entropy.py
Numerical methods (C/Matlab) for multifractal singularity analysis of 1D (time-series) signals
Software appplication for multifractal analysis on complete genomes (DNA and protein) using the sand-box method
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