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

The R journal, 2016-08, Vol.8 (1), p.289-317

2016

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

Proceedings of the National Academy of Sciences - PNAS, 2019-01, Vol.116 (1), p.116-122

2019

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Model-Based Clustering, Classification, and Density Estimation Using mclust in R

1, 2023

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Strictly Proper Scoring Rules, Prediction, and Estimation

Journal of the American Statistical Association, 2007-03, Vol.102 (477), p.359-378

2007

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Comprehensive evidence implies a higher social cost of CO2

Nature (London), 2022-10, Vol.610 (7933), p.687-692

2022

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Probabilistic forecasts, calibration and sharpness

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2007-04, Vol.69 (2), p.243-268

2007

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

Journal of statistical software, 2018-04, Vol.84 (1), p.1-28

2018

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Using Bayesian model averaging to calibrate forecast ensembles

Monthly weather review, 2005-05, Vol.133 (5), p.1155-1174

2005

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

Technometrics, 2010-02, Vol.52 (1), p.52-66

2010

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Bayesian probabilistic population projections for all countries

Proceedings of the National Academy of Sciences - PNAS, 2012-08, Vol.109 (35), p.13915-13921

2012

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Combining Mixture Components for Clustering

Journal of computational and graphical statistics, 2010-06, Vol.19 (2), p.332-353

2010

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Probabilistic forecasting of maximum human lifespan by 2100 using Bayesian population projections

Demographic research, 2021, Vol.44, p.1271-1294

2021

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Probabilistic Estimation and Projection of the Annual Total Fertility Rate Accounting for Past Uncertainty: A Major Update of the bayesTFR R Package

Journal of statistical software, 2023, Vol.106 (8), p.1-36

2023

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The Social Cost of Carbon: Advances in Long-Term Probabilistic Projections of Population, GDP, Emissions, and Discount Rates

Brookings papers on economic activity, 2022-09, Vol.2021 (2), p.223-275

2022

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Calibrated probabilistic forecasting using ensemble model output statistics and minimum CRPS estimation

Monthly weather review, 2005-05, Vol.133 (5), p.1098-1118

2005

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Model-based clustering for social networks

Journal of the Royal Statistical Society. Series A, Statistics in society, 2007-03, Vol.170 (2), p.301-354

2007

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Bayesian Regularization for Normal Mixture Estimation and Model-Based Clustering

Journal of classification, 2007-09, Vol.24 (2), p.155-181

2007

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bayesPop : Probabilistic Population Projections

Journal of statistical software, 2016-12, Vol.75 (5), p.1-29

2016

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Probabilistic projections of increased heat stress driven by climate change

Communications earth & environment, 2022-01, Vol.3 (1), p.1-7, Article 183

2022

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Fast Bayesian inference for gene regulatory networks using ScanBMA

BMC systems biology, 2014-04, Vol.8 (1), p.47-47, Article 47

2014

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Latent class analysis variable selection

Annals of the Institute of Statistical Mathematics, 2010-02, Vol.62 (1), p.11-35

2010

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

Proceedings of the National Academy of Sciences - PNAS, 2021-08, Vol.118 (31), p.1-9

2021

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Comparing methods for statistical inference with model uncertainty

Proceedings of the National Academy of Sciences - PNAS, 2022-04, Vol.119 (16), p.e2120737119

2022

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

Demographic research, 2018-01, Vol.37, p.1549-1610

2018

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Less than 2 °C warming by 2100 unlikely

Nature climate change, 2017-09, Vol.7 (9), p.637-641

2017

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

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

Model-Based Clustering, Classification, and Density Estimation Using mclust in R

Strictly Proper Scoring Rules, Prediction, and Estimation

Comprehensive evidence implies a higher social cost of CO2

Probabilistic forecasts, calibration and sharpness

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

Using Bayesian model averaging to calibrate forecast ensembles

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

Bayesian probabilistic population projections for all countries

Combining Mixture Components for Clustering

Probabilistic forecasting of maximum human lifespan by 2100 using Bayesian population projections

Probabilistic Estimation and Projection of the Annual Total Fertility Rate Accounting for Past Uncertainty: A Major Update of the bayesTFR R Package

The Social Cost of Carbon: Advances in Long-Term Probabilistic Projections of Population, GDP, Emissions, and Discount Rates

Calibrated probabilistic forecasting using ensemble model output statistics and minimum CRPS estimation

Model-based clustering for social networks

Bayesian Regularization for Normal Mixture Estimation and Model-Based Clustering

bayesPop : Probabilistic Population Projections

Probabilistic projections of increased heat stress driven by climate change

Fast Bayesian inference for gene regulatory networks using ScanBMA

Latent class analysis variable selection

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

Comparing methods for statistical inference with model uncertainty

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

Less than 2 °C warming by 2100 unlikely

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