Statistical inference for ergodic diffusion processes

書誌事項

Statistical inference for ergodic diffusion processes

Yury A. Kutoyants

(Springer series in statistics)

Springer, c2004

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注記

Includes bibliographical references and index

内容説明・目次

内容説明

The first book in inference for stochastic processes from a statistical, rather than a probabilistic, perspective. It provides a systematic exposition of theoretical results from over ten years of mathematical literature and presents, for the first time in book form, many new techniques and approaches.

目次

1 Diffusion Processes and Statistical Problems.- 2 Parameter Estimation.- 3 Special Models.- 4 Nonparametric Estimation.- 5 Hypotheses Testing.- Historical Remarks.- References.

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