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Statistical Inference for Diffusion Type Processes: v. 8 (Kendall's Library of Statistics) - Hardcover

 
9780340741498: Statistical Inference for Diffusion Type Processes: v. 8 (Kendall's Library of Statistics)

Inhaltsangabe

Decision making in all spheres of activity involves uncertainty. If rational decisions have to be made, they have to be based on the past observations of the phenomenon in question. Data collection, model building and inference from the data collected, validation of the model and refinement of the model are the key steps or building blocks involved in any rational decision making process. Stochastic processes are widely used for model building in the social, physical, engineering, and life sciences as well as in financial economics. Statistical inference for stochastic processes is of great importance from the theoretical as well as from applications point of view in model building. During the past twenty years, there has been a large amount of progress in the study of inferential aspects for continuous as well as discrete time stochastic processes. Diffusion type processes are a large class of continuous time processes which are widely used for stochastic modelling. the book aims to bring together several methods of estimation of parameters involved in such processes when the process is observed continuously over a period of time or when sampled data is available as generally feasible.

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Über die Autorin bzw. den Autor

B.L.S. Prakasa Rao is a Professor at the Indian Statistics Institute, New Delhi, India

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Decision making in all spheres of activity involves uncertainty. If rational decisions have to be made, they have to be based on the past observations of the phenomenon in question. Data collection, model building and inference from the data collected, validation of the model and refinement of the model are the key steps or building blocks involved in any rational decision making process. Stochastic processes are widely used for model building in the social, physical, engineering, and life sciences as well as in financial economics. Statistical inference for stochastic processes is of great importance from the theoretical as well as from applications point of view in model building. During the past twenty years, there has been a large amount of progress in the study of inferential aspects for continuous as well as discrete time stochastic processes. Diffusion type processes are a large class of continuous time processes which are widely used for stochastic modelling. the book aims to bring together several methods of estimation of parameters involved in such processes when the process is observed continuously over a period of time or when sampled data is available as generally feasible.

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9780470711125: Statistical Inference for Diffusion: Kendall's Library of Statistics 8

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ISBN 10:  0470711124 ISBN 13:  9780470711125
Verlag: John Wiley & Sons, 2010
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Prakasa, Rao B. L. S. and B. L. S. Prakasa Rao:
ISBN 10: 034074149X ISBN 13: 9780340741498
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Zustand: Gut. 368 Seiten Verlag: Arnold / Hodder !! dieselbe ISBN-anderes Cover, Buch ist verlagert (längs durchgebogen), kleine Lagerspuren am Buch, Inhalt einwandfrei und ungelesen 213663 Sprache: Englisch Gewicht in Gramm: 675 15,2 x 2,3 x 23,6 cm, Gebundene Ausgabe. Bestandsnummer des Verkäufers 197438

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