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PurpleAirSoH_dailyABtTest() -- is it really useful? #266

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AstridSanna opened this issue Mar 12, 2021 · 0 comments
Open

PurpleAirSoH_dailyABtTest() -- is it really useful? #266

AstridSanna opened this issue Mar 12, 2021 · 0 comments

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@AstridSanna
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I analyzed the sensor Liberty School (db5d6b3b79f5830e_39237) in the Methow Valley during September 2020. Despite being a well-functiong sensor based on other plots, PurpleAirSoH_dailyABtTest() reveals that 25 days out of 30 have significant p-values indicating that the sensor didn't function well. The same issue is true for other sensors including those that actually did not function well according to other plots (e.g. Willowbrook_Farm, f96deab8c29aa42b_10134).
PurpleAirSoH_dailyABtTest() seems not to be helpful in evaluating the functioning of the sensors since it does not discriminate well-functioning sensors from poor-functioning ones.

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