The function evaluates the Log-likelihood of the univariate Hawkes process with exponential kernel of order one.
the Haw_ll Function implements Ogata's recurrent relationship to decrease algorithm complexity.
[Ogata, Yosihiko. "On Lewis' simulation method for point processes." IEEE Transactions on Information Theory 27.1 (1981): 23-31.]
An example on how to use the log-likelihood to fit a data sample is included.
引用格式
Martin Magris (2024). Log-likelihood of the Hawkes process (https://www.mathworks.com/matlabcentral/fileexchange/68936-log-likelihood-of-the-hawkes-process), MATLAB Central File Exchange. 检索来源 .
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R2018b
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版本 | 已发布 | 发行说明 | |
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1.0.0 |