Statistics in Practice

The Homogeneous Poisson Point Process

Finite Point Processes

Fitting and Testing Point Process Models

Appendix C: Fundamentals of geostatistics

Appendix B: Geometrical Characteristics of Sets

Stationary Point Processes

Stationary Marked Point Processes

Accounting for preferential sampling in species distribution models

D. C., A. L. Q. and F. M. would like to thank the Ministerio de Educación y Ciencia (Spain) for financial support (jointly financed by the European Regional Development Fund) via Research Grants MTM2013‐42323‐P and MTM2016‐77501‐P, and ACOMP/2015/202 from Generalitat Valenciana (Spain). Species distribution models (SDMs) are now being widely used in ecology for management and conservation purposes across terrestrial, freshwater, and marine realms. The increasing interest in SDMs has drawn the attention of ecologists to spatial models and, in particular, to geostatistical models, which are used to associate observations of species occurrence or abundance with environmental covariates in a fi…

Modelling and Simulation of Stationary Point Processes

Appendix A: Fundamentals of statistics