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Data Analytic Techniques for Dynamical Systems

to estimate within-person dynamics and the corresponding population means new SEM models for dynamical systems data Data Analytic;

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Data Analytic Techniques for Dynamical Systems

to estimate within-person dynamics and the corresponding population means new SEM models for dynamical systems data Data Analytic;

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Nonlinear Dynamical Systems Analysis for the Behavioral Sciences Using Real Data

Dynamical Systems Analysis for the Behavioral Sciences Using Real Data examines the techniques proven to be the most useful in the behavioral;

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Individual Differences in Infancy

of basic statistical treatments for individual difference data focussing on cluster analytic techniques;

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Individual Differences in Infancy

of basic statistical treatments for individual difference data focussing on cluster analytic techniques;

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Dynamical Systems: Modelling

The book is a collection of contributions devoted to analytical, numerical and experimental techniques of dynamical systems, presented at;

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Dynamical Systems: Theoretical and Experimental Analysis

The book is the second volume of a collection of contributions devoted to analytical, numerical and experimental techniques of dynamical;

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Bifurcation Theory And Methods Of Dynamical Systems

known. The focus is on the analytic approach to the theory and methods of bifurcations. The book prepares graduate students for further study;

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Model Reduction of Complex Dynamical Systems

kernel-based methods; surrogate modeling for design and optimization, with special emphasis on control and data assimilation; model reduction;

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Nonlinear Climate Dynamics

systematic way to study these transition phenomena. Its stochastic extension also forms the basis of modern (nonlinear) data analysis techniques;

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Regularity and Stochasticity of Nonlinear Dynamical Systems

recent theoretic developments and new techniques to solve nonlinear dynamical systems and help readers understand complexity, stochasticity, and;

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Perspectives in Dynamical Systems III: Control and Stability

This volume is part of collection of contributions devoted to analytical and experimental techniques of dynamical systems, presented at the;

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Learning Control

technologies and their applications in robotics and other complex dynamical systems Demonstrates computational techniques for control systems;

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Dynamical Systems, Number Theory And Applications

This volume consists of a selection of research-type articles on dynamical systems, evolution equations, analytic number theory and closely;

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Ergodic Theory and Dynamical Systems in their Interactions with Arithmetics and

This book concentrates on the modern theory of dynamical systems and its interactions with number theory and combinatorics. The greater;

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Analysis of Observed Chaotic Data

characteristics, and finally predicting and controlling the dynamical system. It examines methods for separating the signal of physical interest from;

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Bifurcation And Chaos In Simple Dynamical Systems

insight into non-linear dynamical phenomena. The numerical and analytical techniques presented do not require specific mathematical knowledge.;

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Frontiers In The Study Of Chaotic Dynamical Systems With Open Problems

chaotic dynamical systems. Exciting new techniques stemming from the area of nonlinear dynamical systems theory are currently being developed to;

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Interpolatory Methods for Model Reduction

Dynamical systems are a principal tool in the modeling, prediction, and control of a wide range of complex phenomena. As the need for;

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Environmental Data Analysis

coverage of the scope. Main techniques described in this book are models for linear and nonlinear environmental systems, statistical & numerical;

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The Dynamical Ionosphere

The Dynamical Ionosphere: A Systems Approach to Ionospheric Irregularity examines the Earth's ionosphere as a dynamical system with;

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From Plant Data to Process Control

of dynamical systems based on observed data (process identification) and for making the output of a system behave in a desired fashion by properly;

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User's Approach For Topological Methods In 3d Dynamical Systems, The

This book presents the development and application of some topological methods in the analysis of data coming from 3D dynamical systems (or;

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Toward Analytical Chaos in Nonlinear Systems

Exact analytical solutions to periodic motions in nonlinear dynamical systems are almost not possible. Since the 18th century, one has;

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Hybrid Dynamical Systems

Hybrid dynamical systems exhibit continuous and instantaneous changes, having features of continuous-time and discrete-time dynamical;

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Predictive Modelling for Energy Management and Power Systems Engineering

techniques to improve existing energy demand system Provides data-analytic models and their practical relevance in proven case studies

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Data-Driven Computational Methods

leverage data for modeling dynamical systems. The first is concerned with data fitting algorithms to estimate parameters in parametric models that;

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