List of works - Alan E. Gelfand

A Hierarchical Bayesian model of wildfire in a Mediterranean biodiversity hotspot: Implications of weather variability and global circulation

article

A Spatio-Temporal Downscaler for Output From Numerical Models ⬇️

scientific article published on June 1, 2010

A bivariate space–time downscaler under space and time misalignment ⬇️

scientific article published on December 1, 2010

A future for models and data in environmental science

scientific article

A multivariate spatial mixture model for areal data: examining regional differences in standardized test scores

scientific article

A nonparametric Bayesian modeling approach for cytogenetic dosimetry

scientific article published in September 2002

A spatial measure of neighborhood level racial isolation applied to low birthweight, preterm birth, and birthweight in North Carolina

scientific article published on 30 June 2011

ANALYSIS OF MINNESOTA COLON AND RECTUM CANCER POINT PATTERNS WITH SPATIAL AND NONSPATIAL COVARIATE INFORMATION

scientific article

Accommodating the ecological fallacy in disease mapping in the absence of individual exposures

scientific article published on 19 September 2017

Adaptive Gaussian predictive process models for large spatial datasets ⬇️

scientific article published on December 1, 2011

Alternating Gaussian Process Modulated Renewal Processes for Modeling Threshold Exceedances and Durations

scientific article published on 01 February 2018

Bayesian Modeling and Analysis of Geostatistical Data

scientific article published on 28 November 2016

Bayesian Nonparametric Functional Data Analysis Through Density Estimation

scientific article

Bayesian Wombling

scientific article

Building statistical models to analyze species distributions

scientific article published in February 2006

Confidence Coefficients for Approximate Binomial Interval Estimates under Hypergeometric Models

article

Corrigendum to “A Hierarchical Bayesian model of wildfire in a Mediterranean biodiversity hotspot: Implications of weather variability and global circulation” [Ecol. Modell. 221 (January (1)) (2010) 106–112]

article

Directional data analysis under the general projected normal distribution

scientific article

Disaggregated spatial modelling for areal unit categorical data

scientific article

Discussion of “Statistical Research

Disparities in maternal hypertension and pregnancy outcomes: evidence from North Carolina, 1994-2003.

scientific article

Dual impacts of climate change: forest migration and turnover through life history

scientific article

Estimating measures of diagnostic accuracy when some covariate information is missing

scientific article published in September 2006

Exact moment calculations for genetic models with migration, mutation, and drift

scientific article published on 01 May 2003

Examining accuracy of screening mammography using an event order model

scientific article

Explaining species distribution patterns through hierarchical modeling

article

Gaussian predictive process models for large spatial data sets

scientific article

Hierarchical Modeling for Spatial Data Problems

scientific article

Hierarchical Nearest-Neighbor Gaussian Process Models for Large Geostatistical Datasets.

scientific article

Hierarchical spatial modeling of uncertainty in air pollution and birth weight study

scientific article

High Resolution Space-Time Ozone Modeling for Assessing Trends

scientific article published on January 2007

Improving the performance of predictive process modeling for large datasets

scientific article published on June 2009

Imputation of confidential data sets with spatial locations using disease mapping models

scientific article (publication date: 20 May 2014)

Inference for Size Demography from Point Pattern Data using Integral Projection Models

scientific article

Inferential ecosystem models, from network data to prediction.

scientific article

Interpreting self-organizing maps through space–time data models

Joint Bayesian analysis of birthweight and censored gestational age using finite mixture models

scientific article published on July 2010

Joint modeling of sensitivity and specificity

scientific article

Joint spatio-temporal analysis of a linear and a directional variable: space-time modeling of wave heights and wave directions in the Adriatic Sea

article

Kernel Averaged Predictors for Spatio-Temporal Regression Models

scientific article published on December 2012

Latent Stick-Breaking Processes

scientific article published on April 2010

Maternal age, birth order, and race: differential effects on birthweight

scientific article

Model fitting and inference under Latent Equilibrium Processes

scientific article published on January 2007

Modeling Expert Opinion Arising as a Partial Probabilistic Specification

scientific article published in 1995

Modeling daily flowering probabilities: expected impact of climate change on Japanese cherry phenology

scientific article

Modeling disease incidence data with spatial and spatio temporal dirichlet process mixtures

scientific article

Modeling large scale species abundance with latent spatial processes

article

Modeling mercury deposition through latent space-time processes

scientific article published on April 2008

Modelling species diversity through species level hierarchical modelling

article

More than the sum of the parts: forest climate response from joint species distribution models

scientific article

On nearest-neighbor Gaussian process models for massive spatial data

journal article published in 2016

On the Effect of Preferential Sampling in Spatial Prediction

scientific article published in November 2012

On the use of a PM(2.5) exposure simulator to explain birthweight

scientific article

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

Process modeling for slope and aspect with application to elevation data maps

scientific article published on 12 November 2018

Proper multivariate conditional autoregressive models for spatial data analysis

scientific article

Rejoinder

Sampling-Based Approaches to Calculating Marginal Densities

scientific article (publication date: June 1990)

Scaling up: linking field data and remote sensing with a hierarchical model

article

Seriation Methods for Archaeological Materials

scholarly article by Alan E. Gelfand published in July 1971

Socioeconomics drive woody invasive plant richness in New England, USA through forest fragmentation

article

Space‐Time Data fusion Under Error in Computer Model Output: An Application to Modeling Air Quality ⬇️

scientific article published on December 29, 2011

Spatial Joint Species Distribution Modeling using Dirichlet Processes

scientific article published on 01 January 2019

Spatial analysis of wave direction data using wrapped Gaussian processes

article

Spatial modeling for groundwater arsenic levels in North Carolina

scientific article published on 29 April 2011

Spatial modelling of gene frequencies in the presence of undetectable alleles

article

Spatial process gradients and their use in sensitivity analysis for environmental processes

scholarly article by Maria A. Terres & Alan E. Gelfand published January 2016 in Journal of Statistical Planning and Inference

Spatio-temporal circular models with non-separable covariance structure ⬇️

Spatio-temporal modeling for real-time ozone forecasting

scientific article published on May 2013

The Nested Dirichlet Process

The k‐ZIG: Flexible Modeling for Zero‐Inflated Counts ⬇️

scientific article published on February 20, 2012

The wrapped skew Gaussian process for analyzing spatio-temporal data ⬇️

Tropical deforestation in Madagascar: analysis using hierarchical, spatially explicit, Bayesian regression models

article

Using spatial gradient analysis to clarify species distributions with application to South African protea

scholarly article by Maria A. Terres & Alan E. Gelfand published 19 June 2015 in Journal of Geographical Systems

List of works by Alan E. Gelfand

A Hierarchical Bayesian model of wildfire in a Mediterranean biodiversity hotspot: Implications of weather variability and global circulation

A Spatio-Temporal Downscaler for Output From Numerical Models ⬇️

A bivariate space–time downscaler under space and time misalignment ⬇️

A future for models and data in environmental science

A multivariate spatial mixture model for areal data: examining regional differences in standardized test scores

A nonparametric Bayesian modeling approach for cytogenetic dosimetry

A spatial measure of neighborhood level racial isolation applied to low birthweight, preterm birth, and birthweight in North Carolina

ANALYSIS OF MINNESOTA COLON AND RECTUM CANCER POINT PATTERNS WITH SPATIAL AND NONSPATIAL COVARIATE INFORMATION

Accommodating the ecological fallacy in disease mapping in the absence of individual exposures

Adaptive Gaussian predictive process models for large spatial datasets ⬇️

Alternating Gaussian Process Modulated Renewal Processes for Modeling Threshold Exceedances and Durations

Bayesian Modeling and Analysis of Geostatistical Data

Bayesian Nonparametric Functional Data Analysis Through Density Estimation

Bayesian Wombling

Building statistical models to analyze species distributions

Confidence Coefficients for Approximate Binomial Interval Estimates under Hypergeometric Models

Corrigendum to “A Hierarchical Bayesian model of wildfire in a Mediterranean biodiversity hotspot: Implications of weather variability and global circulation” [Ecol. Modell. 221 (January (1)) (2010) 106–112]

Directional data analysis under the general projected normal distribution

Disaggregated spatial modelling for areal unit categorical data

Discussion of “Statistical Research

Disparities in maternal hypertension and pregnancy outcomes: evidence from North Carolina, 1994-2003.

Dual impacts of climate change: forest migration and turnover through life history

Estimating measures of diagnostic accuracy when some covariate information is missing

Exact moment calculations for genetic models with migration, mutation, and drift

Examining accuracy of screening mammography using an event order model

Explaining species distribution patterns through hierarchical modeling

Gaussian predictive process models for large spatial data sets

Hierarchical Modeling for Spatial Data Problems

Hierarchical Nearest-Neighbor Gaussian Process Models for Large Geostatistical Datasets.

Hierarchical spatial modeling of uncertainty in air pollution and birth weight study

High Resolution Space-Time Ozone Modeling for Assessing Trends

Improving the performance of predictive process modeling for large datasets

Imputation of confidential data sets with spatial locations using disease mapping models

Inference for Size Demography from Point Pattern Data using Integral Projection Models

Inferential ecosystem models, from network data to prediction.

Interpreting self-organizing maps through space–time data models

Joint Bayesian analysis of birthweight and censored gestational age using finite mixture models

Joint modeling of sensitivity and specificity

Joint spatio-temporal analysis of a linear and a directional variable: space-time modeling of wave heights and wave directions in the Adriatic Sea

Kernel Averaged Predictors for Spatio-Temporal Regression Models

Latent Stick-Breaking Processes

Maternal age, birth order, and race: differential effects on birthweight

Model fitting and inference under Latent Equilibrium Processes

Modeling Expert Opinion Arising as a Partial Probabilistic Specification

Modeling daily flowering probabilities: expected impact of climate change on Japanese cherry phenology

Modeling disease incidence data with spatial and spatio temporal dirichlet process mixtures

Modeling large scale species abundance with latent spatial processes

Modeling mercury deposition through latent space-time processes

Modelling species diversity through species level hierarchical modelling

More than the sum of the parts: forest climate response from joint species distribution models

On nearest-neighbor Gaussian process models for massive spatial data

On the Effect of Preferential Sampling in Spatial Prediction

On the use of a PM(2.5) exposure simulator to explain birthweight

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

Process modeling for slope and aspect with application to elevation data maps

Proper multivariate conditional autoregressive models for spatial data analysis

Rejoinder

Sampling-Based Approaches to Calculating Marginal Densities

Scaling up: linking field data and remote sensing with a hierarchical model

Seriation Methods for Archaeological Materials

Socioeconomics drive woody invasive plant richness in New England, USA through forest fragmentation

Space‐Time Data fusion Under Error in Computer Model Output: An Application to Modeling Air Quality ⬇️

Spatial Joint Species Distribution Modeling using Dirichlet Processes

Spatial analysis of wave direction data using wrapped Gaussian processes

Spatial modeling for groundwater arsenic levels in North Carolina

Spatial modelling of gene frequencies in the presence of undetectable alleles

Spatial process gradients and their use in sensitivity analysis for environmental processes

Spatio-temporal circular models with non-separable covariance structure ⬇️

Spatio-temporal modeling for real-time ozone forecasting

The Nested Dirichlet Process

The k‐ZIG: Flexible Modeling for Zero‐Inflated Counts ⬇️

The wrapped skew Gaussian process for analyzing spatio-temporal data ⬇️

Tropical deforestation in Madagascar: analysis using hierarchical, spatially explicit, Bayesian regression models

Using spatial gradient analysis to clarify species distributions with application to South African protea