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mcfrank avatar mcfrank commented on July 21, 2024

@yuen-francis

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mahowak avatar mahowak commented on July 21, 2024

image
This plot shows the problem: SMI seems to return 0 when data from one eye is missing. So naive averaging does the wrong thing in that case.

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yuen-francis avatar yuen-francis commented on July 21, 2024

Made pull request with sanity check plots and filter codes in import.R for UBC and Gottingen. The issue seems to be only SMI, Tobii and Eyelink seems to process their raw data differently and does not have this problem of having two eyes being inconsistent. In terms of big delta between the two eyes, it seems to be a very small portion of the data, worth creating a trimming code or is it acceptable noise?

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yuen-francis avatar yuen-francis commented on July 21, 2024

plot

here's what the left Y vs right Y plot for Tobii looks like, which suggests that Tobii isn't having the same problem and their internal averaging process is probably reliable

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