Pairwise interaction function estimation of stationary Gibbs point processes using basis expansion

Author:

Ba Ismaïla1,Coeurjolly Jean-François2,Cuevas-Pacheco Francisco3

Affiliation:

1. Department of Mathematics, Université du Québec à Montréal (UQAM)

2. Laboratory Jean Kuntzmann, Department DATA, Univ. Grenoble Alpes

3. Departamento de Matemática, Universidad Técnica Federico Santa María

Publisher

Institute of Mathematical Statistics

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Reference69 articles.

1. MØller, J. and Waagepetersen, R. P. (2004). Statistical Inference and Simulation for Spatial Point Processes. Monographs on Statistics and Applied Probability 100. CRC Press/CRC, Boca Raton, FL.

2. Illian, J., Penttinen, A., Stoyan, H. and Stoyan, D. (2008). Statistical Analysis and Modelling of Spatial Point Patterns. Statistics in Practice. Wiley, Chichester.

3. BADDELEY, A., RUBAK, E. and TURNER, R. (2015). Spatial Point Patterns: Methodology and Applications with R. Chapman and Hall/CRC.

4. EFROMOVICH, S. (1999). Nonparametric Curve Estimation: Methods, Theory, and Applications. Springer Series in Statistics. Springer, New York.

5. GEYER, C. J. and MØLLER, J. (1994). Simulation procedures and likelihood inference for spatial point processes. Scand. J. Stat. 21 359–373.

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