Evaluating sufficient similarity for drinking-water disinfection by-product (DBP) mixtures with bootstrap hypothesis test procedures.
In chemical mixtures risk assessment, the use of dose-response data developed for one mixture to estimate risk posed by a second mixture depends on whether the two mixtures are sufficiently similar. While evaluations of similarity may be made using qualitative judgments, this article uses nonparametric statistical methods based on the "bootstrap" resampling technique to address the question of similarity among mixtures of chemical disinfectant by-products (DBP) in drinking water. The bootstrap resampling technique is a general-purpose, computer-intensive approach to statistical inference that substitutes empirical sampling for theoretically based parametric mathematical modeling. Nonparametric, bootstrap-based inference involves fewer assumptions than parametric normal theory based inference. The bootstrap procedure is appropriate, at least in an asymptotic sense, whether or not the parametric, distributional assumptions hold, even approximately. The statistical analysis procedures in this article are initially illustrated with data from 5 water treatment plants (Schenck et al., 2009), and then extended using data developed from a study of 35 drinking-water utilities (U.S. EPA/AMWA, 1989), which permits inclusion of a greater number of water constituents and increased structure in the statistical models.
Feder
Paul I
PI
Battelle, Statistics and Information Analysis, Columbus, Ohio 43201-2693, USA. feder@battelle.org
Ma
Zhenxu J
ZJ
Bull
Richard J
RJ
Teuschler
Linda K
LK
Rice
Glenn
G
D000465:Algorithms; D000818:Animals; D045424:Complex Mixtures / Q000633:toxicity*; D003627:Data Interpretation, Statistical; D004202:Disinfectants / Q000633:toxicity*; D004203:Disinfection; D004305:Dose-Response Relationship, Drug; D006801:Humans; D016555:Matched-Pair Analysis; D014481:United States; D014484:United States Environmental Protection Agency; D014881:Water Supply / Q000032:analysis*
D045424:Complex Mixtures; D004202:Disinfectants