应用于有限时间序列数据的相关算法产生的虚假维度。 - Suppr

Spurious dimension from correlation algorithms applied to limited time-series data.

作者信息

Theiler J

出版信息

Phys Rev A Gen Phys. 1986 Sep;34(3):2427-2432. doi: 10.1103/physreva.34.2427.

DOI:10.1103/physreva.34.2427

PMID:9897530

Abstract

摘要

相似文献

Spurious dimension from correlation algorithms applied to limited time-series data.

Phys Rev A Gen Phys. 1986 Sep;34(3):2427-2432. doi: 10.1103/physreva.34.2427.

Is breathing in infants chaotic? Dimension estimates for respiratory patterns during quiet sleep.

J Appl Physiol (1985). 1999 Jan;86(1):359-76. doi: 10.1152/jappl.1999.86.1.359.

Causal inference with multiple time series: principles and problems.

Philos Trans A Math Phys Eng Sci. 2013 Jul 15;371(1997):20110613. doi: 10.1098/rsta.2011.0613. Print 2013 Aug 28.

Estimation of the correlation dimension of heart rate using surrogate data techniques.

Biomed Sci Instrum. 1997;33:491-6.

Fractal dimension of birds population sizes time series.

Math Biosci. 2007 Mar;206(1):155-71. doi: 10.1016/j.mbs.2005.03.014. Epub 2005 Sep 26.

Reconstructing Genetic Regulatory Networks Using Two-Step Algorithms with the Differential Equation Models of Neural Networks.

Interdiscip Sci. 2018 Dec;10(4):823-835. doi: 10.1007/s12539-017-0254-3. Epub 2017 Jul 26.

Hybrid intelligent systems for time series prediction using neural networks, fuzzy logic, and fractal theory.

IEEE Trans Neural Netw. 2002;13(6):1395-408. doi: 10.1109/TNN.2002.804316.

An approach to localization for ensemble-based data assimilation.

PLoS One. 2018 Jan 19;13(1):e0191088. doi: 10.1371/journal.pone.0191088. eCollection 2018.

[Fractal dimension and histogram method: algorithm and some preliminary results of noise-like time series analysis].

Biofizika. 2013 Mar-Apr;58(2):377-84.

Don't bleach chaotic data.

Chaos. 1993 Oct;3(4):771-782. doi: 10.1063/1.165936.

引用本文的文献

Time-lagged recurrence: A data-driven method to estimate the predictability of dynamical systems.

Proc Natl Acad Sci U S A. 2025 May 20;122(20):e2420252122. doi: 10.1073/pnas.2420252122. Epub 2025 May 16.

NoLiTiA: An Open-Source Toolbox for Non-linear Time Series Analysis.

Front Neuroinform. 2022 Jun 24;16:876012. doi: 10.3389/fninf.2022.876012. eCollection 2022.

Chaotic and stochastic dynamics of epileptiform-like activities in sclerotic hippocampus resected from patients with pharmacoresistant epilepsy.

PLoS Comput Biol. 2022 Apr 13;18(4):e1010027. doi: 10.1371/journal.pcbi.1010027. eCollection 2022 Apr.

Recurrence-Based Synchronization Analysis of Weakly Coupled Bursting Neurons under External ELF Fields.

Entropy (Basel). 2022 Feb 3;24(2):235. doi: 10.3390/e24020235.

Quantifying Non-Stationarity with Information Theory.

Entropy (Basel). 2021 Nov 30;23(12):1609. doi: 10.3390/e23121609.

Functional Connectivity Derived From Electroencephalogram in Pharmacoresistant Epileptic Encephalopathy Using Cannabidiol as Adjunctive Antiepileptic Therapy.

Front Behav Neurosci. 2021 Feb 23;15:604207. doi: 10.3389/fnbeh.2021.604207. eCollection 2021.

Characterization of Pathogen Airborne Inoculum Density by Information Theoretic Analysis of Spore Trap Time Series Data.

Entropy (Basel). 2020 Nov 27;22(12):1343. doi: 10.3390/e22121343.

Searching for Chaos Evidence in Eye Movement Signals.

Entropy (Basel). 2018 Jan 7;20(1):32. doi: 10.3390/e20010032.

Seizure Onset Zone Lateralization Using a Non-linear Analysis of Micro vs. Macro Electroencephalographic Recordings During Seizure-Free Stages of the Sleep-Wake Cycle From Epilepsy Patients.

Front Neurol. 2020 Sep 17;11:553885. doi: 10.3389/fneur.2020.553885. eCollection 2020.

The predictable chaos of slow earthquakes.

Sci Adv. 2020 Jul 1;6(27). doi: 10.1126/sciadv.aaz5548. Print 2020 Jul.

文献AI研究员

20分钟写一篇综述，助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型，支持多种主流文档格式。

立即体验

Spurious dimension from correlation algorithms applied to limited time-series data.

作者信息

出版信息

相似文献

引用本文的文献

文献AI研究员

用中文搜PubMed

文档翻译

Suppr 超能文献

Spurious dimension from correlation algorithms applied to limited time-series data.

作者信息

出版信息

相似文献

引用本文的文献