- Holiday Symbols & Customs.
- Estimating Nonlinear Time-Series Models Using Simulated Vector Autoregressions.
- Nonlinear Time Series.
- Studies in Nonlinear Dynamics & Econometrics.
- Nonlinear Time Series in Financial Forecasting;
- Mathematical Approaches for Emerging and Reemerging Infectious Diseases: Models, Methods, and Theory.
Skip to main content. Nonlinear Time Series Analysis Group.
What is our research about? Some highlights: Our group will host the first PhD student granted with the Dorcas Muthoni fellowship. See for example  or .
Variable sampling rate filtering for nonlinear time series
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Long-term prediction of nonlinear time series
Nonlinear time-series analysis with non-singleton fuzzy logic systems Abstract: We initiate an investigation of the use of nonsingleton fuzzy logic systems NSFLSs in forecasting of financial markets. The abilities of NSFLSs to approximate arbitrary functions, and to effectively deal with noise and uncertainty, are used to analyze several time series.
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- Neural Plasticity and Cognitive Development: Insights from Children with Perinatal Brain Injury.
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First we show how to construct NSFLSs and train them using recursive least squares, or backpropagation. Then we use them to build predictive models of discrete and continuous chaotic time series corrupted by additive noise.
Related Nonlinear Time Series
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