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Such batch manufacturing works well for big-market drugs with a steady demand like Lipitor and Sudafed.
Such batch and slide effects can generate artifacts on measurements at the global level that could be partially removed thanks to a good between-array normalization method.
Retorts are cheap to install, but they are more costly to operate than furnaces because the material in such batch operations must be manually charged and removed.
One such batch of ETFs was launched by PowerShares and based on something called "Intellidexes".
Thus, such batch replacement can save 4 out of 6 random I/Os.
The only possibility to avoid such batch effects would have been to collect all the samples for simultaneous analysis, an approach technically impossible for a total of 120 samples at the time point of analysis (and possibly even today).
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Notably, probes from such batch-wise query meet the requirements of microarray probe design.
Such batch-based learning is not efficient enough to learn and adapt to fast moving data stream in real-time.
When we reanalyzed our data excluding such batches, our findings did not change.
Operational practices such as batch, fed batch, and continuous culture are described.
The HESC culture system has many poorly understood variables, such as batch to batch variation in the MEFs used to support the HESCs and the use of serum in some culture systems.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com