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pro vyhledávání: '"Smucker, Byran J."'
Autor:
Smucker, Byran J., Wright, Stephen E., Williams, Isaac, Page, Richard C., Kiss, Andor J., Silwal, Surendra Bikram, Weese, Maria, Edwards, David J.
High-throughput screening, in which multiwell plates are used to test large numbers of compounds against specific targets, is widely used across many areas of the biological sciences and most prominently in drug discovery. We propose a statistically
Externí odkaz:
http://arxiv.org/abs/2407.06173
A screening experiment attempts to identify a subset of important effects using a relatively small number of experimental runs. Given the limited run size and a large number of possible effects, penalized regression is a popular tool used to analyze
Externí odkaz:
http://arxiv.org/abs/2311.12685
Supersaturated designs investigate more factors than there are runs, and are often constructed under a criterion measuring a design's proximity to an unattainable orthogonal design. The most popular analysis identifies active factors by inspecting th
Externí odkaz:
http://arxiv.org/abs/2303.16843
Autor:
Snyder, Matthew, Smucker, Byran J.
Publikováno v:
In Simulation Modelling Practice and Theory July 2022 118
Akademický článek
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Publikováno v:
In Computational Statistics and Data Analysis September 2017 113:251-260
Publikováno v:
In Chemometrics and Intelligent Laboratory Systems 15 May 2017 164:64-75
Publikováno v:
Journal of Statistics & Data Science Education; 2023, Vol. 31 Issue 3, p211-224, 14p
Publikováno v:
In Journal of Statistical Planning and Inference May 2015 160:60-74
Supersaturated designs, in which the number of factors exceeds the number of runs, are often constructed under a heuristic criterion that measures a design's proximity to an unattainable orthogonal design. Such a criterion does not directly measure a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d976d3ae7fb0ca40d4d556535cf8ccfb