Combining and comparing multiple serial dilution assays of particles in solution

application to brucellosis in elk of the Greater Yellowstone Ecosystem

Jarrett J. Barber, Pritam Gupta, William Edwards, Kiona Ogle, Lance A. Waller

Research output: Contribution to journalArticle

Abstract

The concentration detection threshold (CDT) is the concentration of particles in solution beyond which a (serial dilution) assay detects particle presence. By our account, CDTs typically are not estimated but are fixed at some value. Setting a CDT to zero (d = 0) implies perfect detection, a common assumption, and setting d > 0 gives results that are “denominated” in units of d, i.e., are relative to the choice of d. Using multiple, different serial dilution assays, each with its own CDT, we choose a “reference assay,” to which we assign a fixed CDT value, to obtain relative estimates of the remaining assays’ CDTs and the underlying particle concentration. We present the CDTs as a novel way to account for or to compare different serial dilution assays, “sensitivities”. We apply our methodology to data from four assays of the presence of bacterial (B. abortus) antibodies in the serum of elk in the Greater Yellowstone Ecosystem, where transmission of brucellosis—the disease ensuing from infection—to commercial livestock is managed by the Wyoming Game and Fish Department to avoid the primary symptom of abnormal fetal abortion. Results agree qualitatively with the more traditional notion of sensitivity as the true positive rate.

Original languageEnglish (US)
Pages (from-to)161-177
Number of pages17
JournalEnvironmental and Ecological Statistics
Volume22
Issue number1
DOIs
StatePublished - 2015

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brucellosis
Ecosystem
dilution
assay
ecosystem
Fish
Threshold Value
Antibody
antibody
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particle
Serials
Dilution
serum
livestock
Choose
detection
Game
Imply
Unit

Keywords

  • Brucellosis
  • CDT
  • Concentration detection threshold
  • Particle concentration
  • Sensitivity
  • Serial dilution assay

ASJC Scopus subject areas

  • Environmental Science(all)
  • Statistics, Probability and Uncertainty
  • Statistics and Probability

Cite this

Combining and comparing multiple serial dilution assays of particles in solution : application to brucellosis in elk of the Greater Yellowstone Ecosystem. / Barber, Jarrett J.; Gupta, Pritam; Edwards, William; Ogle, Kiona; Waller, Lance A.

In: Environmental and Ecological Statistics, Vol. 22, No. 1, 2015, p. 161-177.

Research output: Contribution to journalArticle

Barber, Jarrett J. ; Gupta, Pritam ; Edwards, William ; Ogle, Kiona ; Waller, Lance A. / Combining and comparing multiple serial dilution assays of particles in solution : application to brucellosis in elk of the Greater Yellowstone Ecosystem. In: Environmental and Ecological Statistics. 2015 ; Vol. 22, No. 1. pp. 161-177.
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