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fathon is a python package for DFA (Detrended Fluctuation Analysis) and related algorithms.
", "publication_date": "2020-01-08", "publisher": "Zenodo", "references": [ { "reference": "Fraedrich, K., & Blender, R. (2003). Scaling of atmosphere and ocean temperature correlations in observations and climate models. Physical Review Letters, 90(10), 108501." }, { "reference": "Ihlen, E. A. (2012). Introduction to multifractal detrended fluctuation analysis in Matlab. Fractal analysis, 3, 97." }, { "reference": "Ivanov, P. C., Yuen, A., Podobnik, B., & Lee, Y. (2004). Common scaling patterns in intertrade times of us stocks. Physical Review E, 69(5), 056107." }, { "reference": "Kantelhardt, J. W., Zschiegner, S. A., Koscielny-Bunde, E., Bunde, A., Havlin, S., & Stanley, H. E. (2003). Multifractal detrended fluctuation analysis of nonstationary time series. Physica A: Statistical Mechanics and its Applications, 316(1), 87\u2013114." }, { "reference": "Liu, Y., Gopikrishnan, P., & Stanley, H. E. (1999). Statistical properties of the volatility of price fluctuations. Physical Review E, 60(2), 1390." }, { "reference": "Peng, C. K., Buldyrev, S. V., Goldberger, A. L., Havlin, S., Simons, M., & Stanley, H. E. (1993). Finite-size effects on long-range correlations: Implications for analyzing DNA sequences. Physical Review E, 47(5), 3730." }, { "reference": "Podobnik, B., & Stanley, H. E. (2008). Detrended cross-correlation analysis: A new method for analyzing two nonstationary time series. Physical Review Letters, 100(8), 084102." }, { "reference": "Varotsos, C., Assimakopoulos, M. N., & Efstathiou, M. (2007). Long-term memory effect in the atmospheric CO2 concentration at Mauna Loa. Atmospheric Chemistry and Physics, 7(3), 629\u2013634." }, { "reference": "Zebende, G. F. (2011). DCCA cross-correlation coefficient: Quantifying level of crosscorrelation. Physica A: Statistical Mechanics and its Applications, 390(4), 614\u2013618." } ], "related_identifiers": [ { "identifier": "https://github.com/stfbnc/fathon/tree/v0.1.2", "relation_type": { "id": "issupplementto", "title": { "de": "Erg\u00e4nzt", "en": "Is supplement to" } }, "scheme": "url" } ], "resource_type": { "id": "software", "title": { "de": "Software", "en": "Software" } }, "rights": [ { "description": { "en": "" }, "id": "gpl-3.0-only", "props": { "scheme": "spdx", "url": "https://www.gnu.org/licenses/gpl-3.0-standalone.html" }, "title": { "en": "GNU General Public License v3.0 only" } } ], "subjects": [ { "subject": "detrended fluctuation analysis" }, { "subject": "python" }, { "subject": "cython" }, { "subject": "dfa" }, { "subject": "dcca" }, { "subject": "mfdfa" }, { "subject": "hurst exponent" }, { "subject": "multifractal analysis" }, { "subject": "multifractal spectrum" }, { "subject": "detrended cross-correlation index" } ], "title": "fathon: A Python package for a fast computation of detrendend fluctuation analysis and related algorithms", "version": "v0.1.2" }, "parent": { "access": { "owned_by": { "user": 87382 }, "settings": { "accept_conditions_text": null, "allow_guest_requests": false, "allow_user_requests": false, "secret_link_expiration": 0 } }, "communities": {}, "id": "3601063", "pids": { "doi": { "client": "datacite", "identifier": "10.5281/zenodo.3601063", "provider": "datacite" } } }, "pids": { "doi": { "client": "datacite", "identifier": "10.5281/zenodo.3601637", "provider": "datacite" }, "oai": { "identifier": "oai:zenodo.org:3601637", "provider": "oai" } }, "revision_id": 10, "stats": { "all_versions": { "data_volume": 213150077.0, "downloads": 112, "unique_downloads": 111, "unique_views": 1566, "views": 1669 }, "this_version": { "data_volume": 40078438.0, "downloads": 79, "unique_downloads": 78, "unique_views": 1170, "views": 1243 } }, "status": "published", "updated": "2022-10-30T09:22:59.379342+00:00", "versions": { "index": 2, "is_latest": false } }