A tutorial on estimator averaging in spatial point process models

Frédéric Lavancier, Paul Rochet

Type: Preprint

Publication Date: 2016-01-01

Citations: 3

DOI: https://doi.org/10.48550/arxiv.1607.00864

View Publication

Locations

arXiv (Cornell University) - View
French digital mathematics library (Numdam) - View - PDF
HAL (Le Centre pour la Communication Scientifique Directe) - View - PDF
DataCite API - View

Similar Works

Action	Title	Year	Authors
+	A tutorial on estimator averaging in Spatial Statistics models	2016	Frédéric Lavancier Paul Rochet
+	Estimating parameters of point process models using the L-function	1998	Konrad Sandau
+	A note on the consistent estimation of spatial-temporal point process parameters	2015	Frederic Paik Schoenberg
+	Modelling Big, Heterogeneous, Non-Gaussian Spatial and Spatio-Temporal Data using FRK	2021	Matthew Sainsbury-Dale Andrew Zammit‐Mangion Noel Cressie
+	Spatial Point Patterns: Models and Statistics	2012	Adrian Baddeley
+ PDF Chat	Correction to: ‘A cross-validation-based statistical theory for point processes’	2023
+	Bias correction for parameter estimates of spatial point process models	2013	Adrian Baddeley Rolf Turner
+	Two-step estimation for inhomogeneous spatial point processes	2016	Rasmus Plenge
+	Estimating Function Approaches for Spatial Point Processes	2015	Chong Deng
+	stopp: Methods for spatio-temporal point pattern analysis, simulation, model fitting, diagnostics, and local analyses	2023	Nicoletta D’Angelo Giada Adelfio
+ PDF Chat	Should We Condition on the Number of Points When Modelling Spatial Point Patterns?	2022	Jesper Møller Ninna Vihrs
+	Should we condition on the number of points when modelling spatial point patterns?	2021	Jesper Møller Ninna Vihrs
+	Modelling, Fitting, and Prediction with Non-Gaussian Spatial and Spatio-Temporal Data using FRK	2021	Matthew Sainsbury-Dale Andrew Zammit‐Mangion Noel Cressie
+ PDF Chat	Goodness-of-fit tests for spatial point processes: A review	2025	Chiara Fend Claudia Redenbach
+	Viewpoint: model selection uncertainty, pre-specification, and model averaging	2015	Björn Bornkamp
+	Bayesian Model Averaging: A Systematic Review and Conceptual Classification	2017	Tiago M. Fragoso Wesley Bertoli Francisco Louzada
+	Minimum contrast for the first-order intensity estimation of spatial and spatio-temporal point processes	2023	Nicoletta D’Angelo Giada Adelfio
+	varycoef: An R Package for Gaussian Process-based Spatially Varying Coefficient Models	2021	Jakob A. Dambon Fabio Sigrist Reinhard Furrer
+	varycoef: An R Package for Gaussian Process-based Spatially Varying Coefficient Models	2021	Jakob A. Dambon Fabio Sigrist Reinhard Furrer
+ PDF Chat	Comparing tests appear in model-check for normal regression with spatially correlated observations	2016	Wayan Somayasa Gusti Adhi Wibawa

Works That Cite This (2)

Action	Title	Year	Authors
+	Adaptive estimating function inference for non-stationary determinantal point processes	2018	Frédéric Lavancier Arnaud Poinas Rasmus Waagepetersen
+ PDF Chat	Adaptive estimating function inference for nonstationary determinantal point processes	2019	Frédéric Lavancier Arnaud Poinas Rasmus Waagepetersen

Works Cited by This (12)

Action	Title	Year	Authors
+ PDF Chat	Statistical Inference and Simulation for Spatial Point Processes	2003	Jesper Møller Rasmus Waagepetersen
+	A general procedure to combine estimators	2015	Frédéric Lavancier Paul Rochet
+	Statistics of the Boolean model: from the estimation of means to the estimation of distributions	1995	Ilya Molchanov
+ PDF Chat	Aggregating regression procedures to improve performance	2004	Yuhong Yang
+ PDF Chat	Frequentist Model Average Estimators	2003	Nils Lid Hjort Gerda Claeskens
+ PDF Chat	Determinantal Point Process Models and Statistical Inference	2014	Frédéric Lavancier Jesper Møller Ege Rubak
+ PDF Chat	Least Squares Model Averaging	2007	Bruce E. Hansen
+	Contrast Estimation for Parametric Stationary Determinantal Point Processes	2016	Christophe A. N. Biscio Frédéric Lavancier
+	A Kernel Method for Smoothing Point Process Data	1985	Peter J. Diggle
+ PDF Chat	Aggregation for Gaussian regression	2007	Florentina Bunea Alexandre B. Tsybakov Marten Wegkamp