List of works - Adrian Raftery

A posterior probability approach for gene regulatory network inference in genetic perturbation data

scientific article

A stochastic infection rate model for estimating and projecting national HIV prevalence rates ⬇️

scientific article (publication date: December 2010)

Adaptive Incremental Mixture Markov Chain Monte Carlo

scientific article published on 07 June 2019

Atmospheric science. Weather forecasting with ensemble methods.

scientific article published on October 2005

BMA: Bayesian Model Averaging

functions for fitting BMA models in R

Bayes Factors

article

Bayesian Additive Regression Trees using Bayesian Model Averaging

scientific article published on 27 July 2017

Bayesian Model Averaging: A Tutorial ⬇️

1999 article in Statistical Science

Bayesian Population Projections for the United Nations ⬇️

scientific article

Bayesian Probabilistic Projection of International Migration

scientific article

Bayesian Reconstruction of Two-Sex Populations by Age: Estimating Sex Ratios at Birth and Sex Ratios of Mortality

scientific article

Bayesian melding for estimating uncertainty in national HIV prevalence estimates

scientific article published on August 2008

Bayesian model averaging: development of an improved multi-class, gene selection and classification tool for microarray data

scientific article

Bayesian model selection in social research

article in Socological Methodology 1995

Bayesian population reconstruction of female populations for less developed and more developed countries

scientific article published on 23 February 2016

Bayesian probabilistic population projections for all countries

scientific article

Bayesian probabilistic projections of life expectancy for all countries

scientific article published on June 2013

Bayesian projection of life expectancy accounting for the HIV/AIDS epidemic.

scientific article published in July 2017

Bayesian robust inference for differential gene expression in microarrays with multiple samples.

scientific article published in March 2006

Combining Mixture Components for Clustering ⬇️

scientific article published on June 1, 2010

Comment: Extending the Latent Position Model for Networks.

scientific article

Comparing Model Selection and Regularization Approaches to Variable Selection in Model-Based Clustering.

scientific article published on January 2014

Construction of regulatory networks using expression time-series data of a genotyped population

scientific article

CyNetworkBMA: a Cytoscape app for inferring gene regulatory networks.

scientific article published on 11 November 2015

Donuts, scratches and blanks: robust model-based segmentation of microarray images

scientific article published on 21 April 2005

Dynamic Model Averaging in Large Model Spaces Using Dynamic Occam's Window

scientific article published on January 2016

Dynamic logistic regression and dynamic model averaging for binary classification

scientific article published on 12 August 2011

ESTIMATING AND FORECASTING THE SMOKING-ATTRIBUTABLE MORTALITY FRACTION FOR BOTH GENDERS JOINTLY IN OVER 60 COUNTRIES

scientific article published on 01 March 2020

Estimating Large Correlation Matrices for International Migration

scientific article published on 01 June 2018

Estimating Population Size Using the Network Scale Up Method

scientific article published on September 2015

Estimating SARS-CoV-2 infections from deaths, confirmed cases, tests, and random surveys

scholarly article

Estimating and Projecting Trends in HIV/AIDS Generalized Epidemics Using Incremental Mixture Importance Sampling

scientific article (publication date: December 2010)

Estimating the Correlation in Bivariate Normal Data with Known Variances and Small Sample Sizes().

scientific article

Estimating the Sizes of Populations At Risk of HIV Infection From Multiple Data Sources Using a Bayesian Hierarchical Model

scientific article

Estimating trends in the total fertility rate with uncertainty using imperfect data: Examples from West Africa

scientific article

Estimating uncertainty in respondent-driven sampling using a tree bootstrap method

scientific article

Estimation of emigration, return migration, and transit migration between all pairs of countries

article published in the Proceedings of the National Academy of Sciences of the United States of America

Fast Bayesian inference for gene regulatory networks using ScanBMA.

scientific article

Fast Inference for the Latent Space Network Model Using a Case-Control Approximate Likelihood

scientific article

Improved initialisation of model-based clustering using Gaussian hierarchical partitions.

scientific article published on 26 October 2015

Incoherent phylogeographic inference

scientific article published on 24 September 2010

Incremental Model-Based Clustering for Large Datasets With Small Clusters

Inference for Deterministic Simulation Models: The Bayesian Melding Approach

article

Inference from Multiple Imputation for Missing Data Using Mixtures of Normals

scientific article

Integrating external biological knowledge in the construction of regulatory networks from time-series expression data

scientific article

Integration of Multiple Data Sources for Gene Network Inference Using Genetic Perturbation Data

scientific article published on 22 April 2019

Interlocking directorates in Irish companies using a latent space model for bipartite networks.

scientific article published on 31 May 2016

Iterative Bayesian Model Averaging: a method for the application of survival analysis to high-dimensional microarray data

scientific article

Joint Probabilistic Projection of Female and Male Life Expectancy

scientific article

Latent class analysis variable selection ⬇️

scientific article published on February 1, 2010

Less Than 2 °C Warming by 2100 Unlikely

article

Letter to the Editor: Probabilistic population forecasts for informed decision making.

scientific article published on December 2015

MeV+R: using MeV as a graphical user interface for Bioconductor applications in microarray analysis

scientific article

Model evaluation and spatial interpolation by Bayesian combination of observations with outputs from numerical models

scientific article published in March 2005

Model-Based Clustering With Data Correction For Removing Artifacts In Gene Expression Data

scientific article published on 01 February 2016

Model-Based Clustering for Image Segmentation and Large Datasets via Sampling

Model-based clustering for social networks

article

Model-based region-of-interest selection in dynamic breast MRI.

scientific article published in July 2006

Modeling age-specific mortality for countries with generalized HIV epidemics

scientific article

Modelling HIV epidemics in the antiretroviral era: the UNAIDS Estimation and Projection package 2009.

scientific article

Modelling national HIV/AIDS epidemics: revised approach in the UNAIDS Estimation and Projection Package 2011

scientific article (publication date: December 2012)

Normal uniform mixture differential gene expression detection for cDNA microarrays

scientific article

Online Prediction Under Model Uncertainty via Dynamic Model Averaging: Application to a Cold Rolling Mill

scientific article

Probabilistic Quantitative Precipitation Forecasting Using Bayesian Model Averaging

article

Probabilistic Wind Vector Forecasting Using Ensembles and Bayesian Model Averaging

article

Probabilistic forecasts, calibration and sharpness

Probabilistic population projections for countries with generalized HIV/AIDS epidemics

scientific article published on 19 December 2017

Probabilistic population projections with migration uncertainty

scientific article published on 23 May 2016

Probabilistic projection of subnational total fertility rates

scientific article published on 01 January 2018

Probabilistic projections of HIV prevalence using Bayesian melding

article

Probabilistic projections of the total fertility rate for all countries

scientific article

Progress and challenges in modelling country-level HIV/AIDS epidemics: the UNAIDS Estimation and Projection Package 2007

scientific article published on August 2008

QnAs with Adrian E. Raftery

scientific article

Quality Control and Robust Estimation for cDNA Microarrays With Replicates

Reconstructing Past Populations With Uncertainty From Fragmentary Data

scientific article

Regional Probabilistic Fertility Forecasting by Modeling Between-Country Correlations

scientific article

Representing Degree Distributions, Clustering, and Homophily in Social Networks With Latent Cluster Random Effects Models

scientific article

Strictly Proper Scoring Rules, Prediction, and Estimation

article published in 2007

The United Nations Probabilistic Population Projections: An Introduction to Demographic Forecasting with Uncertainty

scientific article

The derivation of diagnostic markers of chronic myeloid leukemia progression from microarray data

scientific article

Three Types of Gamma-Ray Bursts ⬇️

scientific article published in the Astrophysical Journal

Two-Stage Bayesian Model Averaging in Endogenous Variable Models

scientific article published on January 2014

Use and Communication of Probabilistic Forecasts

scientific article

Using Bayesian Model Averaging to Calibrate Forecast Ensembles

article

Variable Selection and Updating In Model-Based Discriminant Analysis for High Dimensional Data with Food Authenticity Applications.

scientific article

Variable selection and Bayesian model averaging in case-control studies

scientific article published on 01 November 2001

World population stabilization unlikely this century

scientific article

bayesPop: Probabilistic Population Projections

scientific article

bayesTFR: An R Package for Probabilistic Projections of the Total Fertility Rate

scientific article published on 23 July 2011

clustvarsel: A Package Implementing Variable Selection for Gaussian Model-Based Clustering in R

scientific article published on 17 April 2018

ensembleBMA

software package for R

fastBMA: scalable network inference and transitive reduction

scientific article published on October 2017

mclust 5: Clustering, Classification and Density Estimation Using Gaussian Finite Mixture Models

scientific article published on August 2016

List of works by Adrian Raftery

A posterior probability approach for gene regulatory network inference in genetic perturbation data

A stochastic infection rate model for estimating and projecting national HIV prevalence rates ⬇️

Adaptive Incremental Mixture Markov Chain Monte Carlo

Atmospheric science. Weather forecasting with ensemble methods.

BMA: Bayesian Model Averaging

Bayes Factors

Bayesian Additive Regression Trees using Bayesian Model Averaging

Bayesian Model Averaging: A Tutorial ⬇️

Bayesian Population Projections for the United Nations ⬇️

Bayesian Probabilistic Projection of International Migration

Bayesian Reconstruction of Two-Sex Populations by Age: Estimating Sex Ratios at Birth and Sex Ratios of Mortality

Bayesian melding for estimating uncertainty in national HIV prevalence estimates

Bayesian model averaging: development of an improved multi-class, gene selection and classification tool for microarray data

Bayesian model selection in social research

Bayesian population reconstruction of female populations for less developed and more developed countries

Bayesian probabilistic population projections for all countries

Bayesian probabilistic projections of life expectancy for all countries

Bayesian projection of life expectancy accounting for the HIV/AIDS epidemic.

Bayesian robust inference for differential gene expression in microarrays with multiple samples.

Combining Mixture Components for Clustering ⬇️

Comment: Extending the Latent Position Model for Networks.

Comparing Model Selection and Regularization Approaches to Variable Selection in Model-Based Clustering.

Construction of regulatory networks using expression time-series data of a genotyped population

CyNetworkBMA: a Cytoscape app for inferring gene regulatory networks.

Donuts, scratches and blanks: robust model-based segmentation of microarray images

Dynamic Model Averaging in Large Model Spaces Using Dynamic Occam's Window

Dynamic logistic regression and dynamic model averaging for binary classification

ESTIMATING AND FORECASTING THE SMOKING-ATTRIBUTABLE MORTALITY FRACTION FOR BOTH GENDERS JOINTLY IN OVER 60 COUNTRIES

Estimating Large Correlation Matrices for International Migration

Estimating Population Size Using the Network Scale Up Method

Estimating SARS-CoV-2 infections from deaths, confirmed cases, tests, and random surveys

Estimating and Projecting Trends in HIV/AIDS Generalized Epidemics Using Incremental Mixture Importance Sampling

Estimating the Correlation in Bivariate Normal Data with Known Variances and Small Sample Sizes().

Estimating the Sizes of Populations At Risk of HIV Infection From Multiple Data Sources Using a Bayesian Hierarchical Model

Estimating trends in the total fertility rate with uncertainty using imperfect data: Examples from West Africa

Estimating uncertainty in respondent-driven sampling using a tree bootstrap method

Estimation of emigration, return migration, and transit migration between all pairs of countries

Fast Bayesian inference for gene regulatory networks using ScanBMA.

Fast Inference for the Latent Space Network Model Using a Case-Control Approximate Likelihood

Improved initialisation of model-based clustering using Gaussian hierarchical partitions.

Incoherent phylogeographic inference

Incremental Model-Based Clustering for Large Datasets With Small Clusters

Inference for Deterministic Simulation Models: The Bayesian Melding Approach

Inference from Multiple Imputation for Missing Data Using Mixtures of Normals

Integrating external biological knowledge in the construction of regulatory networks from time-series expression data

Integration of Multiple Data Sources for Gene Network Inference Using Genetic Perturbation Data

Interlocking directorates in Irish companies using a latent space model for bipartite networks.

Iterative Bayesian Model Averaging: a method for the application of survival analysis to high-dimensional microarray data

Joint Probabilistic Projection of Female and Male Life Expectancy

Latent class analysis variable selection ⬇️

Less Than 2 °C Warming by 2100 Unlikely

Letter to the Editor: Probabilistic population forecasts for informed decision making.

MeV+R: using MeV as a graphical user interface for Bioconductor applications in microarray analysis

Model evaluation and spatial interpolation by Bayesian combination of observations with outputs from numerical models

Model-Based Clustering With Data Correction For Removing Artifacts In Gene Expression Data

Model-Based Clustering for Image Segmentation and Large Datasets via Sampling

Model-based clustering for social networks

Model-based region-of-interest selection in dynamic breast MRI.

Modeling age-specific mortality for countries with generalized HIV epidemics

Modelling HIV epidemics in the antiretroviral era: the UNAIDS Estimation and Projection package 2009.

Modelling national HIV/AIDS epidemics: revised approach in the UNAIDS Estimation and Projection Package 2011

Normal uniform mixture differential gene expression detection for cDNA microarrays

Online Prediction Under Model Uncertainty via Dynamic Model Averaging: Application to a Cold Rolling Mill

Probabilistic Quantitative Precipitation Forecasting Using Bayesian Model Averaging

Probabilistic Wind Vector Forecasting Using Ensembles and Bayesian Model Averaging

Probabilistic forecasts, calibration and sharpness

Probabilistic population projections for countries with generalized HIV/AIDS epidemics

Probabilistic population projections with migration uncertainty

Probabilistic projection of subnational total fertility rates

Probabilistic projections of HIV prevalence using Bayesian melding

Probabilistic projections of the total fertility rate for all countries

Progress and challenges in modelling country-level HIV/AIDS epidemics: the UNAIDS Estimation and Projection Package 2007

QnAs with Adrian E. Raftery

Quality Control and Robust Estimation for cDNA Microarrays With Replicates

Reconstructing Past Populations With Uncertainty From Fragmentary Data

Regional Probabilistic Fertility Forecasting by Modeling Between-Country Correlations

Representing Degree Distributions, Clustering, and Homophily in Social Networks With Latent Cluster Random Effects Models

Strictly Proper Scoring Rules, Prediction, and Estimation

The United Nations Probabilistic Population Projections: An Introduction to Demographic Forecasting with Uncertainty