List of works - Christopher K. Wikle

A Bayesian Approach for Data-Driven Dynamic Equation Discovery

scientific article published in 2022

A hierarchical Bayesian non-linear spatio-temporal model for the spread of invasive species with application to the Eurasian Collared-Dove

article

A hierarchical spatiotemporal analog forecasting model for count data

scientific article published on 7 December 2017

A two-species occupancy model accommodating simultaneous spatial and interspecific dependence

scientific article

Accounting for uncertainty in ecological analysis: the strengths and limitations of hierarchical statistical modeling.

scientific article published on April 2009

An illustration of model agnostic explainability methods applied to environmental data

scientific article published on 25 October 2022

Assessing First-Order Emulator Inference for Physical Parameters in Nonlinear Mechanistic Models

article

Bayesian Hierarchical Models With Conjugate Full-Conditional Distributions for Dependent Data From the Natural Exponential Family

scientific article published in 2019

Bayesian Recurrent Neural Network Models for Forecasting and Quantifying Uncertainty in Spatial-Temporal Data

scientific article published on 15 February 2019

Computational Statistics Handbook With MATLAB

Dynamic design of ecological monitoring networks for non-Gaussian spatio-temporal data

article

Ecological Dynamics: Integrating Empirical, Statistical, and Analytical Methods

scientific article published on 12 September 2020

Effects of a Government-Academic Partnership: Has the NSF-CENSUS Bureau Research Network Helped Improve the US Statistical System?

scientific article published on 20 December 2018

Efficient statistical mapping of avian count data

article by J. Andrew Royle & Christopher K. Wikle published June 2005 in Environmental and Ecological Statistics

Hierarchical spatiotemporal matrix models for characterizing invasions.

scientific article published in June 2007

Joint use of location and acceleration data reveals influences on transitions among habitats in wintering birds

scientific article published in 2023

Mapping pre-European settlement vegetation at fine resolutions using a hierarchical Bayesian model and GIS

article published in 2006

Measuring, mapping, and uncertainty quantification in the space-time cube

scientific article published on 8 June 2020

Modeling complex phenotypes: generalized linear models using spectrogram predictors of animal communication signals

scientific article published in September 2010

Population Influences on Tornado Reports in the United States

scholarly article by Christopher J. Anderson et al published June 2007 in Weather and Forecasting

Spatial Fay–Herriot models for small area estimation with functional covariates

scientific article published in November 2014

Statistical Implementations of Agent-Based Demographic Models

scientific article published on 03 August 2020

Understanding the Ensemble Kalman Filter

Vizumap: an R package for visualising uncertainty in spatial data

scientific article published on 05 March 2021

List of works by Christopher K. Wikle

A Bayesian Approach for Data-Driven Dynamic Equation Discovery

A hierarchical Bayesian non-linear spatio-temporal model for the spread of invasive species with application to the Eurasian Collared-Dove

A hierarchical spatiotemporal analog forecasting model for count data

A two-species occupancy model accommodating simultaneous spatial and interspecific dependence

Accounting for uncertainty in ecological analysis: the strengths and limitations of hierarchical statistical modeling.

An illustration of model agnostic explainability methods applied to environmental data

Assessing First-Order Emulator Inference for Physical Parameters in Nonlinear Mechanistic Models

Bayesian Hierarchical Models With Conjugate Full-Conditional Distributions for Dependent Data From the Natural Exponential Family

Bayesian Recurrent Neural Network Models for Forecasting and Quantifying Uncertainty in Spatial-Temporal Data

Computational Statistics Handbook With MATLAB

Dynamic design of ecological monitoring networks for non-Gaussian spatio-temporal data

Ecological Dynamics: Integrating Empirical, Statistical, and Analytical Methods

Effects of a Government-Academic Partnership: Has the NSF-CENSUS Bureau Research Network Helped Improve the US Statistical System?

Efficient statistical mapping of avian count data

Hierarchical spatiotemporal matrix models for characterizing invasions.

Joint use of location and acceleration data reveals influences on transitions among habitats in wintering birds

Mapping pre-European settlement vegetation at fine resolutions using a hierarchical Bayesian model and GIS

Measuring, mapping, and uncertainty quantification in the space-time cube

Modeling complex phenotypes: generalized linear models using spectrogram predictors of animal communication signals

Population Influences on Tornado Reports in the United States

Spatial Fay–Herriot models for small area estimation with functional covariates

Statistical Implementations of Agent-Based Demographic Models

Understanding the Ensemble Kalman Filter

Vizumap: an R package for visualising uncertainty in spatial data

Weak constraint four-dimensional variational data assimilation in a model of the California Current System