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The investigation compares three two-stage approaches: one approximates pieces by rectangles, the other two approximate pairs of pieces by rectangles using a cluster heuristic or phi-functions for optimal clustering.
We attempted to learn lessons about the performance of one- and two-stage approaches from the reanalysis of data drawn from two studies of pharmacoepidemiology based on multiple DBs.
The goal is to identify all positive ones by interval group tests, each asking a query of the type "does a set of consecutive items contain any positive one?" We complete the study of error-tolerant one- and two-stage approaches by dealing with some cases which have not been well studied.
Usually, the joint detection-estimation methods outperform the two-stage approaches with the cost of higher computational complexity.
Although some methods are proposed for simultaneous detection and estimation of the model statistical characteristics [127], most of the literature is devoted to two-stage approaches; first, the number of active sources is detected and then their directions are estimated by techniques such as estimation of signal parameters via rotational invariance techniques (ESPRIT j[128 132].
Marchini et al. [23] have shown that, even considering a conservative multiple testing burden, strategies which explicitly examine interactions often have greater power to detect associations when the underlying model includes interactions as this approach can model the true genetic effect and Evans et al. [24] have examined the power of two-stage approaches to detect epistatic interactions.
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Surgical management has evolved from a two-stage approach to the currently favored single-stage approach.
Then DERA's modeling staff takes over with a two-stage approach.
We have recently implemented this strategy in mammalian cells as a two-stage approach.
French diplomats lobbied hard to gain support for their two-stage approach.
"A two-stage approach to genetic risk assessment in primary care". Breast cancer research and treatment, 155, 2, Pp.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com