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Simultaneous confidence bands for comparisons to placebo, with application to detecting the minimum effective dose.

12:13 EDT 20th May 2013 | BioPortfolio

Summary of "Simultaneous confidence bands for comparisons to placebo, with application to detecting the minimum effective dose."

In this article we consider a max-min approach to construct two-sided and one-sided simultaneous confidence bands in a dose-response study for the contrast in mean responses of each ascending dose versus placebo. The method utilizes the assumption of monotone non-decreasing dose-response curve. Also discussed is a step-down testing procedure that utilizes the lower bands to estimate the minimum effective dose (MED). The performance of our proposed step-down procedure is assessed by simulations and is shown to be superior to competitors when the MED is the lowest dose in a dose-response study.

Affiliation

a Department of Statistics , University of Nebraska-Lincoln , Lincoln , Nebraska , USA.

Journal Details

This article was published in the following journal.

Name: Journal of biopharmaceutical statistics
ISSN: 1520-5711
Pages: 93-108

Links

Medical and Biotech [MESH] Definitions

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Confidence in or reliance on a person or thing.

Therapeutic Misconception

Misunderstanding among individuals, frequently research subjects, of scientific methods such as randomization and placebo controls.

Placebo Effect

An effect usually, but not necessarily, beneficial that is attributable to an expectation that the regimen will have an effect, i.e., the effect is due to the power of suggestion.

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