Parameter Estimation in Mean Reversion Processes with Deterministic Long-Term Trend
Joint Authors
Gallego, Verónica M.
Marín Sánchez, Freddy H.
Source
Journal of Probability and Statistics
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-08-22
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
This paper describes a procedure based on maximum likelihood technique in two phases for estimating the parameters in mean reversion processes when the long-term trend is defined by a continued deterministic function.
Closed formulas for the estimators that depend on observations of discrete paths and an estimation of the expected value of the process are obtained in the first phase.
In the second phase, a reestimation scheme is proposed when a priori knowledge exists of the long-term trend.
Some experimental results using simulated data sets are graphically illustrated.
American Psychological Association (APA)
Marín Sánchez, Freddy H.& Gallego, Verónica M.. 2016. Parameter Estimation in Mean Reversion Processes with Deterministic Long-Term Trend. Journal of Probability and Statistics،Vol. 2016, no. 2016, pp.1-8.
https://search.emarefa.net/detail/BIM-1110260
Modern Language Association (MLA)
Marín Sánchez, Freddy H.& Gallego, Verónica M.. Parameter Estimation in Mean Reversion Processes with Deterministic Long-Term Trend. Journal of Probability and Statistics No. 2016 (2016), pp.1-8.
https://search.emarefa.net/detail/BIM-1110260
American Medical Association (AMA)
Marín Sánchez, Freddy H.& Gallego, Verónica M.. Parameter Estimation in Mean Reversion Processes with Deterministic Long-Term Trend. Journal of Probability and Statistics. 2016. Vol. 2016, no. 2016, pp.1-8.
https://search.emarefa.net/detail/BIM-1110260
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1110260