Edward L. Boone, Ph.D.
Affiliations: | 2003 | Virginia Polytechnic Institute and State University, Blacksburg, VA, United States |
Area:
StatisticsGoogle:
"Edward Boone"Parents
Sign in to add mentor| Keying Ye | grad student | 2003 | Virginia Tech | |
| (Bayesian methodology for missing data, model selection and hierarchical spatial models with application to ecological data.) | ||||
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Publications
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| Wikle CK, Datta A, Hari BV, et al. (2022) An illustration of model agnostic explainability methods applied to environmental data. Environmetrics. 34 |
| Rivers DL, Boone EL. (2016) Dynamic approach to linear statistical calibration with an application in microwave radiometry Journal of Statistical Computation and Simulation. 1-12 |
| Stewart-Koster B, Boone EL, Kennard MJ, et al. (2013) Incorporating ecological principles into statistical models for the prediction of species' distribution and abundance Ecography. 36: 342-353 |
| Boone EL, Simmons SJ, Ricanek K. (2013) A Restricted Model Space Approach for the Detection of Epistasis in Quantitative Trait Loci Using Markov Chain Monte Carlo Model Composition Communications in Computer and Information Science. 271: 101-114 |
| Boone EL, Stewart-Koster B, Kennard MJ. (2012) A hierarchical zero-inflated Poisson regression model for stream fish distribution and abundance Environmetrics. 23: 207-218 |
| Boone EL, Ye K, Smith EP. (2011) Assessing environmental stressors via Bayesian Model Averaging in the presence of missing data Environmetrics. 22: 13-22 |
| Boone EL, Simmons SJ, Ricanek K. (2011) A Bayesian method for the detection of epistasis in quantitative trait loci using Markov chain Monte Carlo model composition with restricted model spaces Icaart 2011 - Proceedings of the 3rd International Conference On Agents and Artificial Intelligence. 1: 71-78 |
| Boone EL, Ye K, Smith EP. (2009) Using data augmentation via the Gibbs Sampler to incorporate missing covariate structure in linear models for ecological assessments Environmental and Ecological Statistics. 16: 75-87 |
| Boone EL, Bullock BP. (2008) Spatial correlation matrix selection using Bayesian model averaging to characterize inter-tree competition in loblolly pine trees Journal of Applied Statistics. 35: 967-977 |
| Boone EL, Simmons SJ, Bao H, et al. (2008) Bayesian hierarchical regression models for detecting QTLs in plant experiments Journal of Applied Statistics. 35: 799-808 |