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"With enough data, error goes away.
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Gathering enough data until "error goes away" can sound like hubris.
Control of the Type I error in microarray data often goes at the expense of the Type II error that remains uncontrolled and (too) large.
Errors go undetected.
Most errors go uncompensated.
The design matrix included discrete events for correct Stop-Signal, NoGo and Go trials, commission errors (Stop-Signal, NoGo and Go trials) and omission errors (Go trials).
Worse, data errors that allow information to leak can often go undetected.
Compared with control subjects, PD-placebo had longer SSRT and more NoGo errors and Go errors.
If it is due to typographical error, correct this error and go back to 1.
We decided against a reassembly from the raw sequencing data that went into the 5 independent assemblies due to the varying error profiles of the raw data from different library preparation and sequencing chemistry.
If, for example, there are 25 total errors, 24 of which occur in the price, eliminate that data element going forward.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com