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Sample Time vs Accuracy on the SAADC (nRF52832)

Does increasing the sample time on the SAADC increase the accuracy of a single shot measurement on the SAADC? I couldn't find anything in the datasheet regarding accuracy vs sample time. I did see the information regarding the sample time and source resistance.

But assuming the source resistance is very low (under 100ohms), then is it safe to assume a 3µs acquisition will be just as accurate as a 40µs acquisition?

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