Articles on the subject of interpreting data with nondetects
We cannot post these, but we will email pdf files to you upon request. A list of publications by Dr. Dennis Helsel, including those dealing with statistics for data with nondetects, can be downloaded here. You may also request articles through ResearchGate.
Helsel, D.R., (2010). Summing Nondetects. Integr Environ Assess and Manag 6, 361-366.
Helsel, D.R., (2010). Much Ado About Next to Nothing: Incorporating Nondetects in Science. Ann Occup Hyg 54, 257-262
Lee, L., and Helsel, Dennis (2007), Statistical analysis of water-quality data containing multiple detection limits: S-language software for nonparametric distribution modeling and hypothesis testing, Computers & Geosciences 33, 696-704.
Helsel, D. R. (2006). Fabricating Data: How substituting values for nondetects can ruin results, and what can be done about it. Chemosphere 65 (11), 2434-2439.
Helsel, Dennis R., (2005) Insider Censoring: distortion of data with nondetects. Human and Ecological Risk Assessment 11, pp. 1127-1137.
Lee, Lopaka, and Helsel, Dennis (2005) Statistical analysis of water-quality data containing multiple detection limits: S-language software for regression on order statistics, Computers & Geosciences 31, 1241-1248
Helsel, D.R., (2005). More Than Obvious: Better methods for interpreting nondetect data. Environmental Science and Technol. 39 (20), p. 419A–423A.
Lee, L, and D. R. Helsel (2005). Baseline models of trace elements in drinking water of the United States. Applied Geochemistry 20, 1560-1570
Helsel, Dennis R. (1990). Less Than Obvious: Statistical Treatment of Data Below the Detection Limit, Environmental Science and Technology 24(12), p. 1766-1774
Helsel, Dennis R., and Cohn, Timothy A. (1988). Estimation of Descriptive Statistics for Multiply Censored Water Quality Data, Water Resources Research 24(12), p. 1997-2004, December 1988.
Gilliom, Robert J., and Helsel, Dennis R. (1986). Estimation of distributional parameters for censored trace-level water-quality data. I. Estimation Techniques, Water Resources Research, v. 22, 135-146
Helsel, Dennis R., and Gilliom, Robert J. (1986). Estimation of distributional parameters for censored trace-level water-quality data. II: Verification and Applications, Water Resources Research, v. 22, p. 147-155