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Adrian E. Raftery
MATHSTAT
University of Washington
Fellowship year
2017-18
Tyler Books
| Book Cover | Book Title and link |
|---|---|
 | Bouveyron, Charles. Celeux, Gilles. Murphy, T. Brendan. Raftery, Adrian E.. 2019. Model-based clustering and classification for data science: with applications in R. Cambridge UK New York: Cambridge University Press |
Tyler Journal Articles
Sharrow, David J.; Godwin, Jessica; He, Yanjun; Clark, Samuel J.; Raftery, Adrian E.; . 2018. Probabilistic population projections for countries with generalized HIV/AIDS epidemics. 72(1): 1-15. https://doi.org/10.1080/00324728.2017.1401654
Azose, Jonathan J.; Raftery, Adrian E.; . 2018. Estimating large correlation matrices for international migration. 12(2): 940-970. https://projecteuclid.org:443/euclid.aoas/1532743482
Ševciková, Hana; Raftery, Adrian E.; Gerland, Patrick; . 2018. Probabilistic projection of subnational total fertility rates. 38(1): 1843-1884. http://www.jstor.org/stable/26457094
Maire, Florian; Friel, Nial; Mira, Antonietta; Raftery, Adrian E.; . 2019. Adaptive Incremental Mixture Markov Chain Monte Carlo. 28(4): 790-805. https://doi.org/10.1080/10618600.2019.1598872
Mulder, J.; Raftery, A. E.; . 2022. BIC Extensions for Order-constrained Model Selection. 51(2): 471-498. https://doi.org/10.1177/0049124119882459
Russell, Niamh; Murphy, Thomas Brendan; Raftery, Adrian E; . 2015. Bayesian model averaging in model-based clustering and density estimation. (2): . http://arxiv.org/abs/1506.09035
Raftery, Adrian E.; Zimmer, Alec; Frierson, Dargan M.W.; Startz, Richard; Liu, Peiran; . 2017. Less than 2 °c warming by 2100 unlikely. 7(9): 637-641. https://doi.org/10.1038/nclimate3352
Azose, Jonathan J.; Raftery, Adrian E.; . 2019. Estimation of emigration, return migration, and transit migration between all pairs of countries. 116(1): 116-122. https://www.pnas.org/content/116/1/116
Godwin, Jessica; Raftery, Adrian E.; . 2017. Bayesian projection of life expectancy accounting for the HIV/AIDS epidemic. 37(1): 1549-1610. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6238958/
Scrucca, Luca; Raftery, Adrian E.; . 2018. Clustvarsel: A package implementing variable selection for Gaussian model-based clustering in R. 84(1-2): 1. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6238955/
Hernández, Belinda; Raftery, Adrian E.; Pennington, Stephen R.; Parnell, Andrew C.; . 2018. Bayesian Additive Regression Trees using Bayesian model averaging. 28(4): 869-890. https://doi.org/10.1007/s11222-017-9767-1
Hung, Ling Hong; Shi, Kaiyuan; Wu, Migao; Young, William Chad; Raftery, Adrian E.; Yeung, Ka Yee; . 2017. fastBMA: Scalable network inference and transitive reduction. 6(10): . https://doi.org/10.1093/gigascience/gix078
Director, Hannah M.; Raftery, Adrian E.; Bitz, Cecilia M.; . 2017. Improved sea ice forecasting through spatiotemporal bias correction. 30(23): 9493-9510. https://doi.org/10.1175/JCLI-D-17-0185.1
Young, William Chad; Yeung, Ka Yee; Raftery, Adrian E.; . 2019. Identifying dynamical time series model parameters from equilibrium samples, with application to gene regulatory networks. 19(4): 444-465. https://doi.org/10.1177/1471082X18776577
Azose, Jonathan J.; Raftery, Adrian E.; . 2018. Estimating large correlation matrices for international migration. 12(2): 940-970. https://projecteuclid.org:443/euclid.aoas/1532743482
Ševciková, Hana; Raftery, Adrian E.; Gerland, Patrick; . 2018. Probabilistic projection of subnational total fertility rates. 38(1): 1843-1884. http://www.jstor.org/stable/26457094
Maire, Florian; Friel, Nial; Mira, Antonietta; Raftery, Adrian E.; . 2019. Adaptive Incremental Mixture Markov Chain Monte Carlo. 28(4): 790-805. https://doi.org/10.1080/10618600.2019.1598872
Mulder, J.; Raftery, A. E.; . 2022. BIC Extensions for Order-constrained Model Selection. 51(2): 471-498. https://doi.org/10.1177/0049124119882459
Russell, Niamh; Murphy, Thomas Brendan; Raftery, Adrian E; . 2015. Bayesian model averaging in model-based clustering and density estimation. (2): . http://arxiv.org/abs/1506.09035
Raftery, Adrian E.; Zimmer, Alec; Frierson, Dargan M.W.; Startz, Richard; Liu, Peiran; . 2017. Less than 2 °c warming by 2100 unlikely. 7(9): 637-641. https://doi.org/10.1038/nclimate3352
Azose, Jonathan J.; Raftery, Adrian E.; . 2019. Estimation of emigration, return migration, and transit migration between all pairs of countries. 116(1): 116-122. https://www.pnas.org/content/116/1/116
Godwin, Jessica; Raftery, Adrian E.; . 2017. Bayesian projection of life expectancy accounting for the HIV/AIDS epidemic. 37(1): 1549-1610. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6238958/
Scrucca, Luca; Raftery, Adrian E.; . 2018. Clustvarsel: A package implementing variable selection for Gaussian model-based clustering in R. 84(1-2): 1. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6238955/
Hernández, Belinda; Raftery, Adrian E.; Pennington, Stephen R.; Parnell, Andrew C.; . 2018. Bayesian Additive Regression Trees using Bayesian model averaging. 28(4): 869-890. https://doi.org/10.1007/s11222-017-9767-1
Hung, Ling Hong; Shi, Kaiyuan; Wu, Migao; Young, William Chad; Raftery, Adrian E.; Yeung, Ka Yee; . 2017. fastBMA: Scalable network inference and transitive reduction. 6(10): . https://doi.org/10.1093/gigascience/gix078
Director, Hannah M.; Raftery, Adrian E.; Bitz, Cecilia M.; . 2017. Improved sea ice forecasting through spatiotemporal bias correction. 30(23): 9493-9510. https://doi.org/10.1175/JCLI-D-17-0185.1
Young, William Chad; Yeung, Ka Yee; Raftery, Adrian E.; . 2019. Identifying dynamical time series model parameters from equilibrium samples, with application to gene regulatory networks. 19(4): 444-465. https://doi.org/10.1177/1471082X18776577