Statistical inference for dynamical systems: A review
نویسندگان
چکیده
منابع مشابه
Statistical Inference for Nonlinear Dynamical Systems
To my family, for their love and support ii ACKNOWLEDGEMENTS This dissertation is the end result of my stay at the University of Michigan during which I have benefited from contact and varied relationships with many members of its community. I thank my advisor Professor Edward Ionides for his patient advice, generosity with his time and for the encouragement to join the statistics research comm...
متن کاملobservational dynamical systems
چکیده در این پایاننامه ابتدا فضاهای متریک فازی را به صورت مشاهدهگرایانه بررسی میکنیم. فضاهای متریک فازی و توپولوژی تولید شده توسط این متریک معرفی شدهاند. سپس بر اساس فضاهایی که در فصل اول معرفی شدهاند آشوب توپولوژیکی، مینیمالیتی و مجموعههای متقاطع در شیوههای مختلف بررسی شده- اند. در فصل سوم مفهوم مجموعههای جاذب فازی به عنوان یک مفهوم پایهای در سیستمهای نیم-دینامیکی نسبی، تعریف شده است. ...
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abstract type-ii fuzzy logic has shown its superiority over traditional fuzzy logic when dealing with uncertainty. type-ii fuzzy logic controllers are however newer and more promising approaches that have been recently applied to various fields due to their significant contribution especially when the noise (as an important instance of uncertainty) emerges. during the design of type- i fuz...
15 صفحه اولInference for nonlinear dynamical systems.
Nonlinear stochastic dynamical systems are widely used to model systems across the sciences and engineering. Such models are natural to formulate and can be analyzed mathematically and numerically. However, difficulties associated with inference from time-series data about unknown parameters in these models have been a constraint on their application. We present a new method that makes maximum ...
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ژورنال
عنوان ژورنال: Statistics Surveys
سال: 2015
ISSN: 1935-7516
DOI: 10.1214/15-ss111