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Comparison of means of two lognormal distributions based on samples with multiple detection limits.

Authors
Krishnamoorthy-K; Mathew-T; Xu-Z
Source
J Occup Environ Hyg 2014 Aug; 11(8):538-546
NIOSHTIC No.
20044601
Abstract
The problem of comparing the means of two lognormal distributions based on samples with multiple detection limits is considered. Tests and confidence intervals for the ratio of the two means, based on pivotal quantities involving the maximum likelihood estimators, are proposed. The merits of the proposed approaches are evaluated by Monte Carlo simulation. Simulation study indicates that the procedures are satisfactory in terms of coverage probabilities of confidence intervals, and powers of tests. The proposed approach can also be applied to find confidence intervals for the difference between the means of the two lognormal distributions. Illustrative examples with a real data set and with a simulated data set are given.
Keywords
Sampling; Statistical-analysis; Exposure-levels; Monitoring-systems; Mathematical-models; Analytical-processes; Analytical-instruments; Industrial-hygiene; Author Keywords: confidence interval; coverage probability; difference of means; maximum likelihood estimator; power; ratio of means; Type I error
Contact
Thomas Mathew, Department of Mathematics and Statistics, University of Maryland Baltimore County, Baltimore, MD 21250
CODEN
JOEHA2
Publication Date
20140101
Document Type
Journal Article
Email Address
mathew@umbc.edu
Funding Type
Grant
Fiscal Year
2014
NTIS Accession No.
NTIS Price
Identifying No.
Grant-Number-R01-OH-003628; M062014
Issue of Publication
8
ISSN
1545-9624
Source Name
Journal of Occupational and Environmental Hygiene
State
LA; MD
Performing Organization
University of Maryland, Baltimore
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