Nonlinear modeling and forecasting : proceedings of the Workshop on Nonlinear Modeling and Forecasting held September, 1990, in Sante Fe, New Mexico

Function Approximation Tesselations and Dynamical Systems (Alistair I. Mees) Supervised Learning: A Theoretical Framework (Sara A. Solla) Prediction of Chaotic Time Series Using CNLS-Net-Example: The Mackey-Glass Equation (W. C. Mead, R. D. Jone, Y. C. Lee, C. W. Barnes, G. W. Flake, L. A. Lee, and M. K. ORourke) Forecasting with Weighted Maps (L. Stokbro and D. K. Umberger) Multivariate Function and Operator Estimation, Based on Smoothing Splines and Reproducing Kernels (Grace Wahba) Statistics Optimal Estimation of Fractal Dimension (Richard L. Smith) Diagnostic Testing for Nonlinearity, Chaos, and General Dependence in Time-Series Data (W. A. Brock and S. M. Potter) Using Surrogate Data to Detect Nonlinearity in Time Series (James Theiler, Bryan Galdrikian, Andre Longtin, Stephen Eubank, and J. Doyne Farmer) Experiments in Modeling Nonlinear Relationships Between Time Series (Clive W.J. Granger and Timo Terasvirta) Analysis of Nonlinear Time Series (and Chaos) by Bispectral Methods (T. Subba Rao) Dynamical Systems Local and Global Lyapunov Exponents on a Strange Attractor (Henry D. I. Abarbanel) Local Forecasting of High-Dimensional Chaotic Dynamics (Thomas P. Meyer and Norman H. Packard) A Dynamical Systems Approach to Modeling Input-Output Systems (Martin Casdagli) Identification and Filtering of Nonlinear Systems Using Canonical Variate Analysis (Wallace E. Larimore) Forecasting Probabilities with Neural Networks (Aviv Bergman, Peter Grassberger, and Thomas P. Meyer) Semantics and Thermodynamics (James P. Crutchfield) Use of Recurrence Plots in the Analysis of Time-Series Data (Matthew Koebbe and Gottfried Mayer-Kress) Application Nonlinear Forecasts for the S&P Stock Index (Blake LeBaron) Predicting Sunspots and Exchange Rates with Connectionist Networks (Andreas S. Weigend, Bernardo A. Huberman, and David E. Rumelhart) Nonlinear Prediction of Speech Signals (Brent Townsend) Application of Nonlinear Prediction to Signal Separation (William W. Taylor) Application of Nonlinear Time-Series Models to Driven Systems (Norman F. Hunter Jr.) Periodic Saddle Orbits in Experimental Strange Attractors (Daniel P. Lathrop and Eric J. Kostelich) Memory-Based Approaches to Approximating C.