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Filtered likelihood for point processes

delete2018-05-01
delete9
PRE
AI
K
Kay Giesecke
G
Gustavo Schwenkler *
DOI:10.1016/j.jeconom.2017.11.011delete
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摘要

摘要

En 中文
Point processes are widely used in finance and economics to model the timing of defaults, market transactions, unemployment spells, births, and a range of other events. We develop and analyze likelihood estimators for the parameters of a marked point process and incompletely observed explanatory factors that influence the arrival intensity and mark distribution. We establish an approximation to the likelihood and analyze the convergence and large-sample properties of the associated estimators. Numerical results illustrate the behavior of our estimators. (C) 2018 Elsevier B.V. All rights reserved.
Keyword:
Point processes
Filtering
Efficient parametric inference
Maximum likelihood
Likelihood approximation
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期刊

Journal of Econometrics 封面图
Journal of Econometrics
IF:
4
论文数:
5.3K
被引数:
3.0W

机构

B
boston university
学者数:
3.8W
论文数: 3.2W
被引数: 67
S
Stanford University
学者数:
9.6W
论文数: 8.2W
被引数: 17.0W
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