Publications

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Matthew Wheeler (43 POSTS)

2019 (2 POSTS)

Bayesian additive adaptive basis tensor product models for modeling high dimensional surfaces: An application to high-throughput toxicity testing

Wheeler MW. 2019. Bayesian additive adaptive basis tensor product models for modeling high dimensional surfaces: An application to high-throughput toxicity testing. Biometrics 75(1):193-201; doi: 10.1111/biom.12942. PMCID: PMC6363906.

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2017 (4 POSTS)

Bayesian local extremum splines

Wheeler MW, Dunson DB, Herring AH. 2017. Bayesian local extremum splines. Biometrika 104(4):939-52; doi: 10.1093/biomet/asx039. PMCID: PMC5798493.

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Bayesian quantile impairment threshold benchmark dose estimation for continuous endpoints

Wheeler MW, Bailer AJ, Cole T, Park RM, Shao K. 2017. Bayesian quantile impairment threshold benchmark dose estimation for continuous endpoints. Risk Anal 37(11):2107-18; doi: 10.1111/risa.12762. PMCID: PMC5740488.

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Bayesian hierarchical structure for quantifying population variability to inform probabilistic health risk assessments

Shao K, Allen BC, Wheeler MW. 2017. Bayesian hierarchical structure for quantifying population variability to inform probabilistic health risk assessments. Risk Anal 37(10):1865-78; doi: 10.1111/risa.12751.PMCID: PMC6151353.

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Non-chemical risk assessment for lifting and low back pain based on Bayesian threshold models

Pandalai SP, Wheeler MW, Lu M-L. 2017. Non-chemical risk assessment for lifting and low back pain based on Bayesian threshold models. Saf Health Work 8(2):206-11; doi: 10.1016/j.shaw.2016.10.001. PMCID: PMC5447412.

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2015 (2 POSTS)

Historical context and recent advances in exposure-response estimation for deriving occupational exposure limits

Wheeler MW, Park R, Bailer A, Whittaker C. 2015. Historical context and recent advances in exposure-response estimation for deriving occupational exposure limits. J Occup Environ Hyg 12(sup1):S7-S17; doi: 10.1080/15459624.2015.1076934. PMCID: PMC4685605.

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Quantile benchmark dose estimation for continuous endpoints

Wheeler MW, Shao K, Bailer AJ. 2015. Quantile benchmark dose estimation for continuous endpoints. Environmetrics 26(5):363-72; doi: 10.1002/env.2432.

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2014 (1 POST)

Mechanistic hierarchical Gaussian processes

Wheeler MW, Dunson DB, Pandalai SP, Baker BA, Herring AH. 2014. Mechanistic hierarchical Gaussian processes. J Amer Stat Assoc 109(507):894-904; doi: 10.1080/01621459.2014.899234. PMCID: PMC4273873.

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2013 (1 POST)

An empirical comparison of low-dose extrapolation from points of departure (PoD) compared to extrapolations based upon methods that account for model uncertainty

Wheeler MW, Bailer AJ. 2013. An empirical comparison of low-dose extrapolation from points of departure (PoD) compared to extrapolations based upon methods that account for model uncertainty. Regul Toxicol Pharmacol 67(1):75-82; doi: 10.1016/j.yrtph.2013.06.006. PMCID: PMC4724873

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2012 (1 POST)

Monotonic Bayesian semiparametric benchmark dose analysis

Wheeler MW, Bailer AJ. 2012. Monotonic Bayesian semiparametric benchmark dose analysis. Risk Anal 32(7):1207-18; doi: 10.1111/j.1539-6924.2011.01786.x. PMID: 22385024.

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2009 (4 POSTS)

Political economy of US states and rates of fatal occupational injury

Loomis D, Schulman MD, Bailer AJ, Stainback K, Wheeler MW, Richardson DB, Marshall SW. 2009. Political economy of US states and rates of fatal occupational injury. Amer J Pub Health 99(8):1400-8; doi: 10.2105/AJPH.2007.131409. PMCID: PMC2707476.

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Contributions of dust exposure and cigarette smoking to emphysema severity in coal miners in the United States

Kuempel ED, Wheeler MW, Smith RJ, Vallyathan V, Green FH. 2009. Contributions of dust exposure and cigarette smoking to emphysema severity in coal miners in the United States. Amer J Resp Crit Care Med 180(3):257-64; doi: 10.1164/rccm.200806-840OC. PMID: 19423717.

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Comparing model averaging with other model selection strategies for benchmark dose estimation

Wheeler MW, Bailer AJ. 2009. Comparing model averaging with other model selection strategies for benchmark dose estimation. Environ Ecol Stat 16:37-51; doi: 10.1007/s10651-007-0071-7.

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Benchmark dose estimation incorporating multiple data sources

Wheeler MW, Bailer AJ. 2009. Benchmark dose estimation incorporating multiple data sources. Risk Anal 29(2):249-56; doi: 10.1111/j.1539-6924.2008.01144x. PMID: 19000080.

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2008 (1 POST)

Model averaging software for dichotomous dose response risk estimation

Wheeler MW, Bailer AJ. 2008. Model averaging software for dichotomous dose response risk estimation. J Stat Software 26(5):1-15; doi: 10.18637jss.v026.i05.

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2007 (3 POSTS)

Confidence interval construction for relative toxicity endpoints such as LD50 or LD90 ratios

Wheeler MW, Fadel W, Robertson J, John Bailer A. 2007. Confidence interval construction for relative toxicity endpoints such as LD50 or LD90 ratios. J Econ Entomol 100(6):1945-9; doi: 10.1093/jee/100.6.1945. PMID: 18232415.

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Properties of model‐averaged BMDLs: A study of model averaging in dichotomous response risk estimation

Wheeler MW, Bailer AJ. 2007. Properties of model‐averaged BMDLs: A study of model averaging in dichotomous response risk estimation. Risk Anal 7(3):659-70; doi: 10.1111/j.1539-6924.2007.0090.x. PMID: 17640214.

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An approach to risk assessment for TiO2

Dankovic D, Kuempel E, Wheeler MW. 2007. An approach to risk assessment for TiO2. Inhal Toxicol 19(sup1):205-12; doi: 10.1080/08958370701497754. PMID: 17886069.

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2006 (1 POST)

Comparing median lethal concentration values using confidence interval overlap or ratio tests

Wheeler MW, Park RM, Bailer AJ. 2006. Comparing median lethal concentration values using confidence interval overlap or ratio tests. Environ Toxicol Chem 25(5):1441-4; doi: 10.1897/05-320r.1. PMID: 16704080.

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2005 (2 POSTS)

Incorporating uncertainty and variability in the assessment of occupational hazards

Bailer AJ, Wheeler MW, Dankovic D, Noble R, Bena J. 2005. Incorporating uncertainty and variability in the assessment of occupational hazards. Int J Risk Assess Manage 5(2-4):344-57; doi: 10.1504/IJRAM.2005.007176.

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