The kppm is a standard procedure to estimate the parameters of the inhomogeneous Cox
point process. However, the procedure cannot handle the problem when the models involve …

Research on earthquake occurrences using a statistical methodology based on point
processes has mainly focused on the data featuring earthquake catalogs which ignores the …

In this paper, we propose the use of advanced and flexible statistical models to describe the
spatial displacement of earthquake data. The paper aims to account for the external …

The Cox point process is highly considered for earthquake modeling. However, the complex
earthquake data which involve a large number of occurrences and geological variables …

We introduce a family of local inhomogeneous mark-weighted summary statistics, of order
two and higher, for general marked point processes. Depending on how the involved weight …

Kondisi geografis Indonesia yang berada pada jalur sirkum pasifik dan terletak diantara
pertemuan tiga lempeng tektonik menjadikan Indonesia sebagai salah satu negara dengan …

Because most natural phenomena exhibit dependence at multiple scales like locations of
earthquakes or forest fire occurrences, spatio-temporal single-scale point process models …

We propose a new fitting method to estimate the set of second-order parameters for the
class of homogeneous spatio-temporal log-Gaussian Cox point processes. With simulations …

Data on the locations of earthquake epicentres serve as a realization of a spatial point
process. Since earthquakes cluster in space, their locations are thought to exhibit spatial …

In this paper, the Integrated Nested Laplace Algorithm (INLA) is applied to the Epidemic
Type Aftershock Sequence (ETAS) model, and the parameters of the ETAS model are …