Nonlinear Dynamics and Statiscs / Editor Alistair I. Mees
- xxii, 473 p. : ilustrado ; 24 cm.
Issues in Reconstructing Dynamics -- Challenges in Modeling Nonlinear Systems : A Worked Example -- Disentangling Uncertainty abd Error : On the Predictability of Nonlinear Systems -- Delay Reconstruction : Dynamics versus Statics -- Some Remarks on the Statistical Modeling of Chaotic Systems -- The Identification and Estimation of Nonlinear Stochastic Systems -- Fundamentals -- An Instroduction to Monte Carlo Methods for Bayesian Data Analysis -- Constrained Randomization of Time Series for Nonlinearity -- Removing the Noise from Chaos Plus Noise -- Embedding Theorems, Scaling Structures, and Determinism in Time Series -- Consistent Estimation of a Dynamical Map -- Extracting Dynamical Behavior via Markov Models -- Formulas for the Eckmann-Ruelle Matrix -- Methods and Applications -- Noise and Nonlinearity in an Ecological Systems -- Optimization of Embewdding Parameters for Prediction of Seizure Onset with Mutual Information -- Detection of a Nonlinear Oscillator Underlying Experimental Time Series : The Sunspot Cycle --
0-8176-4163-7
Teoria no lineales--congreso
Nonlinear teories--congreso
Análisis de serie de tiempo--congresos
Time serie analysis--congresos
Dynamics--congreso
Dinamica--congreso
531.11 / N812n
Issues in Reconstructing Dynamics -- Challenges in Modeling Nonlinear Systems : A Worked Example -- Disentangling Uncertainty abd Error : On the Predictability of Nonlinear Systems -- Delay Reconstruction : Dynamics versus Statics -- Some Remarks on the Statistical Modeling of Chaotic Systems -- The Identification and Estimation of Nonlinear Stochastic Systems -- Fundamentals -- An Instroduction to Monte Carlo Methods for Bayesian Data Analysis -- Constrained Randomization of Time Series for Nonlinearity -- Removing the Noise from Chaos Plus Noise -- Embedding Theorems, Scaling Structures, and Determinism in Time Series -- Consistent Estimation of a Dynamical Map -- Extracting Dynamical Behavior via Markov Models -- Formulas for the Eckmann-Ruelle Matrix -- Methods and Applications -- Noise and Nonlinearity in an Ecological Systems -- Optimization of Embewdding Parameters for Prediction of Seizure Onset with Mutual Information -- Detection of a Nonlinear Oscillator Underlying Experimental Time Series : The Sunspot Cycle --
0-8176-4163-7
Teoria no lineales--congreso
Nonlinear teories--congreso
Análisis de serie de tiempo--congresos
Time serie analysis--congresos
Dynamics--congreso
Dinamica--congreso
531.11 / N812n