'One-Dimensional Random Field Theory

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  • License: GNU General Public License v3 (GPLv3)
  • Author: Todd Pataky
  • Tags statistics , probability , hypothesis testing , functional data analysis , time series analysis , continuum data analysis
  • Requires: Python >=3.7
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Python Numpy Scipy License: GPL v3 version downloads

rft1d

One-Dimensional Random Field Theory in Python.

rft1d is a Python package for exploring and validating Random Field Theory (RFT) expectations regarding upcrossings in univariate and multivariate 1D continua. These expectations can be used to make statistical inferences regarding signals observed in experimentally measured 1D continua including scalar and vector time series.

Please cite:

Pataky TC (2016) RFT1D: Smooth One-Dimensional Random Field Upcrossing Probabilities in Python. Journal of Statistical Software 71(7): 1-22. https://doi.org/10.18637/jss.v071.i07

Documentation is available at: www.spm1d.org/rft1d

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  • License: GNU General Public License v3 (GPLv3)
  • Author: Todd Pataky
  • Tags statistics , probability , hypothesis testing , functional data analysis , time series analysis , continuum data analysis
  • Requires: Python >=3.7
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