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ADBond avatar ADBond commented on June 24, 2024 1

I'd possibly set the default value to 1e6 which will be quick to compute and will produce 'reasonably decent' estimates. And make sure we try to ensure in examples/tutorials we always explicitly set it to sensible values

My only concern with that is that we don't really have a mechanism for flagging that estimates may be unreliable - I'd worry some users might not look at the docs and just use the default, and then get (somewhat) unreliable estimates. I guess we could emit a warning if it's left at this value that they may want to increase the number for more serious estimation?

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RobinL avatar RobinL commented on June 24, 2024 1

Agreed - i think a warning if it's left as the default should suffice

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RobinL avatar RobinL commented on June 24, 2024

Tricky, especially since it's unlikely the user will have an intuition for the ''correct'/'best' parameter (it wouldn't be very good if they set it to like, 100 or something!)

I'd possibly set the default value to 1e6 which will be quick to compute and will produce 'reasonably decent' estimates. And make sure we try to ensure in examples/tutorials we always explicitly set it to sensible values

from splink.

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