Application of Competing Risks Theory to the Analysis of Effects ofNosema locustaeandN. cuneatumon Development and Mortality of Migratory Locusts
作者:
G. B. Schaalje,
D. L. Johnson,
H. R. Van Der Vaart,
期刊:
Environmental Entomology
(OUP Available online 1992)
卷期:
Volume 21,
issue 5
页码: 939-948
ISSN:0046-225X
年代: 1992
DOI:10.1093/ee/21.5.939
出版商: Oxford University Press
关键词: Locusta migratoria migratorioides;Nosemaspp.;development
数据来源: OUP
摘要:
Insect control measures can be effective not only by increasing mortality but also by affecting development and activity. Analysis of the simultaneous effects of a treatment on death times and development times is, however, complicated by difficulties that also arise in analyzing biomedical data in which there are competing causes of death. The theory that has been developed for dealing with these problems, competing risks theory, is reviewed in this article and applied to data from a laboratory study of the effects ofNosema locustaeCanning andN. cuneatumHenry on mortality and development inLocusta migratoria migratorioides(Reiche&Fairmaire). Although the distributions of observed development times are similar among application rates, the use of competing risks methods showed that slower development is associated with increasing doses of bothNosemaspecies. Further analysis of death times showed thatN. locustaeandN. cuneatumhave quite different effects on development and mortality.N. locustaedoes not retard progression to the fifth instar as much asN. cuneatum, but forN. cuneatum, the death rate of inoculated locusts is greatly reduced at the onset of the fifth instar.
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