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By using CNARI, it is possible to perform naturalistic, network-based, statistically valid experiments in systems neuroscience on a very large scale, with ease of data manipulation and analysis, within reasonable computational time scales.
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His syllabus reflects the issues, which include tricky questions of data manipulation and conflicts of interest.
Today we covered the topic of data manipulation.
Like any kind of data manipulation, it pays to work smart.
(See Methods for details of data manipulations).
Quartiles were selected for ease of data presentation.
For all trials regardless of design, a pre-analysis statistical plan will ease concerns of post hoc data manipulation and analytical bias.
We chose to use a surrogate organism, E. coli, due to its ease of use and manipulation, and the ability to obtain a knockout organism lacking endogenous S15.
Other labs require a lot of programming and data manipulation.
Nonetheless, the ease of genetic manipulation, availability of well-annotated genomic data, and the capacity to attain better protein coverage make yeast an advantageous system for a detailed characterization in whole proteome studies (de Godoy et al. 2006).
Moreover, the myriad associated advantages of the clinical vignette – convenience, low cost, absence of observer effect, ease of variable manipulation – contribute to its continuing widespread use as a data collection tool [ 20].
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