Statistical Inference for Stochastic Differential Equations with Small Noises
Joint Authors
Source
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-6, 6 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-03-13
Country of Publication
Egypt
No. of Pages
6
Main Subjects
Abstract EN
This paper proposes the least squares method to estimate the drift parameter for the stochastic differential equations driven by small noises, which is more general than pure jump α-stable noises.
The asymptotic property of this least squares estimator is studied under some regularity conditions.
The asymptotic distribution of the estimator is shown to be the convolution of a stable distribution and a normal distribution, which is completely different from the classical cases.
American Psychological Association (APA)
Shen, Liang& Xu, Qingsong. 2014. Statistical Inference for Stochastic Differential Equations with Small Noises. Abstract and Applied Analysis،Vol. 2014, no. 2014, pp.1-6.
https://search.emarefa.net/detail/BIM-1014010
Modern Language Association (MLA)
Shen, Liang& Xu, Qingsong. Statistical Inference for Stochastic Differential Equations with Small Noises. Abstract and Applied Analysis No. 2014 (2014), pp.1-6.
https://search.emarefa.net/detail/BIM-1014010
American Medical Association (AMA)
Shen, Liang& Xu, Qingsong. Statistical Inference for Stochastic Differential Equations with Small Noises. Abstract and Applied Analysis. 2014. Vol. 2014, no. 2014, pp.1-6.
https://search.emarefa.net/detail/BIM-1014010
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1014010