The beta distribution - a physically consistent model for human exposure to airborne contaminants

被引:15
作者
Flynn, MR [1 ]
机构
[1] Univ N Carolina, Sch Publ Hlth, Dept Environm Sci & Engn, Chapel Hill, NC 27599 USA
关键词
beta distribution; statistical modeling; human exposure; airborne contaminants; exposure assessment;
D O I
10.1007/s00477-004-0180-x
中图分类号
X [环境科学、安全科学];
学科分类号
08 [工学]; 0830 [环境科学与工程];
摘要
This brief note examines the beta distribution as a statistical model for airborne contaminant concentrations, and in particular as a tool to describe occupational exposures. The beta distribution is bounded on both tails and has the flexibility to accommodate skewed data. This is a requirement for any physically consistent model of concentration data. The method described here admits the maximum possible concentration as an upper bound to improve the statistical description. A comparison with the standard lognormal model is illustrated with a data set of naphthalene exposures.
引用
收藏
页码:306 / 308
页数:3
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