Point process models for presence-only analysis

lgcp: AnRPackage for Inference with Spatial and Spatio-Temporal Log-Gaussian Cox Processes

(2015) Benjamin M. Taylor et al.   Journal of Statistical Software

Topoclimate versus macroclimate: how does climate mapping methodology affect species distribution models and climate change projections?

(2014) Eve Slavich et al.   DIVERSITY AND DISTRIBUTIONS

Accounting for imperfect detection and survey bias in statistical analysis of presence-only data

(2014) Robert M. Dorazio   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Multitype point process analysis of spines on the dendrite network of a neuron

(2014) Adrian Baddeley et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

A climate of uncertainty: accounting for error in climate variables for species distribution models

(2014) Jakub Stoklosa et al.   Methods in Ecology and Evolution

Bias correction in species distribution models: pooling survey and collection data for multiple species

(2014) William Fithian et al.   Methods in Ecology and Evolution

Finite-sample equivalence in statistical models for presence-only data

(2013) William Fithian et al.   Annals of Applied Statistics

Equivalence of MAXENT and Poisson Point Process Models for Species Distribution Modeling in Ecology

(2013) Ian W. Renner et al.   BIOMETRICS

Advancing our thinking in presence-only and used-available analysis

(2013) David Warton et al.   JOURNAL OF ANIMAL ECOLOGY

Reconciling resource utilization and resource selection functions

(2013) Mevin B. Hooten et al.   JOURNAL OF ANIMAL ECOLOGY

Location-only and use-availability data: analysis methods converge

(2013) Lyman McDonald et al.   JOURNAL OF ANIMAL ECOLOGY

INLA or MCMC? A tutorial and comparative evaluation for spatial prediction in log-Gaussian Cox processes

(2013) Benjamin M. Taylor et al.   JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION

Model-Based Control of Observer Bias for the Analysis of Presence-Only Data in Ecology

(2013) David I. Warton et al.   PLoS One

A specialist’s audit of aggregated occurrence records: An ‘aggregator’s’ perspective

(2013) Lee Belbin et al.   ZooKeys

Nonparametric estimation of the dependence of a spatial point process on spatial covariates

(2013) Adrian Baddeley et al.   Statistics and Its Interface

Correction of location errors for presence-only species distribution models

(2013) Trevor J. Hefley et al.   Methods in Ecology and Evolution

Fitting complex ecological point process models with integrated nested Laplace approximation

(2013) Janine B. Illian et al.   Methods in Ecology and Evolution

Shifts in Arctic vegetation and associated feedbacks under climate change

(2013) Richard G. Pearson et al.   Nature Climate Change

Predicting the Geographic Distribution of a Species from Presence-Only Data Subject to Detection Errors

(2012) Robert M. Dorazio   BIOMETRICS

Residual Diagnostics for Covariate Effects in Spatial Point Process Models

(2012) Adrian Baddeley et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Dimension reduction and alleviation of confounding for spatial generalized linear mixed models

(2012) John Hughes et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Selecting pseudo-absences for species distribution models: how, where and how many?

(2012) Morgane Barbet-Massin et al.   Methods in Ecology and Evolution

Assessing transferability of ecological models: an underappreciated aspect of statistical validation

(2012) Seth J. Wenger et al.   Methods in Ecology and Evolution

Insights into the area under the receiver operating characteristic curve (AUC) as a discrimination measure in species distribution modelling

(2011) Alberto Jiménez-Valverde   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Point pattern modelling for degraded presence-only data over large regions

(2011) Avishek Chakraborty et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

Comparative interpretation of count, presence-absence and point methods for species distribution models

(2011) Geert Aarts et al.   Methods in Ecology and Evolution

Adding Spatially-Correlated Errors Can Mess Up the Fixed Effect You Love

(2010) James S. Hodges et al.   AMERICAN STATISTICIAN

Poisson point process models solve the “pseudo-absence problem” for presence-only data in ecology

(2010) David I. Warton et al.   Annals of Applied Statistics

A weighted estimating equation approach for inhomogeneous spatial point processes

(2010) Y. Guan et al.   BIOMETRIKA

Spatial logistic regression and change-of-support in Poisson point processes

(2010) A. Baddeley et al.   Electronic Journal of Statistics

Species Distribution Models: Ecological Explanation and Prediction Across Space and Time

(2009) Jane Elith et al.   Annual Review of Ecology Evolution and Systematics

Sample selection bias and presence-only distribution models: implications for background and pseudo-absence data

(2009) Steven J. Phillips et al.   ECOLOGICAL APPLICATIONS

Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations

(2009) Håvard Rue et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

A protocol for data exploration to avoid common statistical problems

(2009) Alain F. Zuur et al.   Methods in Ecology and Evolution

Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation

(2008) Steven J. Phillips et al.   ECOGRAPHY

On Consistent Nonparametric Intensity Estimation for Inhomogeneous Spatial Point Processes

(2008) Yongtao Guan   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Assessing the effects of pseudo-absences on predictive distribution model performance

(2007) Rosa M. Chefaoui et al.   ECOLOGICAL MODELLING