Anatomy of a bit: Information in a time series observation
From MaRDI portal
Publication:5264346
DOI10.1063/1.3637494zbMath1317.62071arXiv1105.2988OpenAlexW3105202427WikidataQ38483368 ScholiaQ38483368MaRDI QIDQ5264346
Ryan G. James, James P. Crutchfield, Christopher J. Ellison
Publication date: 27 July 2015
Published in: Chaos: An Interdisciplinary Journal of Nonlinear Science (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1105.2988
Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Measures of information, entropy (94A17) Statistical aspects of information-theoretic topics (62B10) Stochastic integral equations (60H20)
Related Items (14)
Exact complexity: the spectral decomposition of intrinsic computation ⋮ Assessing pandemic uncertainty on conditions of vaccination and self-isolation ⋮ Information anatomy of stochastic equilibria ⋮ Spectral simplicity of apparent complexity. I. The nondiagonalizable metadynamics of prediction ⋮ Informational and causal architecture of continuous-time renewal processes ⋮ A Statistical Approach to the Global Structure of John Cage’s Number Piece $${Five}^5$$ ⋮ A Pandemic Three-Sided Coin ⋮ Five years of phase space dynamics of the Standard \& Poor's 500 ⋮ Synergy, redundancy, and multivariate information measures: an experimentalist's perspective ⋮ Prediction and dissipation in nonequilibrium molecular sensors: conditionally Markovian channels driven by memoryful environments ⋮ The fundamental thermodynamic bounds on finite models ⋮ Uncertainty in epidemic models based on a three-sided coin ⋮ Information symmetries in irreversible processes ⋮ How hidden are hidden processes? A primer on crypticity and entropy convergence
Cites Work
- Multi-information in the thermodynamic limit
- Prediction, retrodiction, and the amount of information stored in the present
- Information Theoretical Analysis of Multivariate Correlation
- QUANTIFYING EMERGENCE IN TERMS OF PERSISTENT MUTUAL INFORMATION
- Multiple mutual informations and multiple interactions in frequency data
- A new outlook on Shannon's information measures
- Structural Information in Self-Organizing Systems
- Synchronization and control in intrinsic and designed computation: An information-theoretic analysis of competing models of stochastic computation
- Predictive Information in Gaussian Processes with Application to Music Analysis
- Elements of Information Theory
- Regularities unseen, randomness observed: Levels of entropy convergence
- Computational mechanics: pattern and prediction, structure and simplicity.
This page was built for publication: Anatomy of a bit: Information in a time series observation