Poisson and Logistic Regressions for Inhomogeneous Multivariate Point Processes: A Case Study in the Barro Colorado Island Plot

2021 ◽  
pp. 301-311
Author(s):  
Ahmad Husain ◽  
Achmad Choiruddin
Keyword(s):  
Point Processes ◽  
Barro Colorado Island ◽  
Logistic Regressions ◽  
Multivariate Point ◽  
Multivariate Point Processes

Orderliness, intensities and Palm-Khinchin equations for multivariate point processes

1975 ◽  
Vol 12 (2) ◽  
pp. 383-389 ◽  
Author(s):  
D. J. Daley ◽  
R. K. Milne
Keyword(s):  
Point Process ◽  
Point Processes ◽  
Multivariate Point ◽  
Multivariate Point Processes

Simple definitions and derivations of elementary properties are given for the various intensities and Palm-Khinchin functions associated with a multivariate point process.

Regenerative multivariate point processes

1978 ◽  
Vol 10 (2) ◽  
pp. 411-430 ◽  
Author(s):  
Mark Berman
Keyword(s):  
General Theory ◽  
Asymptotic Behaviour ◽  
Generating Function ◽  
Point Processes ◽  
Probability Generating Function ◽  
Joint Probability ◽  
Fixed Length ◽  
Multivariate Point ◽  
Monotonicity Results ◽  
Multivariate Point Processes

A class of stationary multivariate point processes is considered in which the events of one of the point processes act as regeneration points for the entire multivariate process. Some important properties of such processes are derived including the joint probability generating function for numbers of events in an interval of fixed length and the asymptotic behaviour of such processes. The general theory is then applied in three bivariate examples. Finally, some simple monotonicity results for stationary and renewal point processes (which are used in the second example) are proved in two appendices.

Multivariate point processes

2018 ◽  
pp. 117-142 ◽  
Author(s):  
D.R. cox ◽  
Valerie Isham
Keyword(s):  
Point Processes ◽  
Multivariate Point ◽  
Multivariate Point Processes
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