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Multiple imputation (MI) was introduced in the 1970s as a way to deal more efficiently with missing data [ 2].
Notable differences in SMOTIF and SMARTFINDER are as follows: we search patterns directly by positional joins over an inverted index, we consider variable gap constraints during the positional joins as opposed to building a constraint graph, and we handle missing components more efficiently by considering them over patterns instead of over each occurrence as in SMARTFINDER.
As Morrill explains, "We don't believe we can replace investors' ability to build relationships with entrepreneurs, but we do think we can help them source opportunities more efficiently and reduce the chances of missing a whale".
"We don't believe we can replace investors' ability to build relationships with entrepreneurs, but we do think we can help them source opportunities more efficiently and reduce the chances of missing a whale," co-founder Danielle Morrill said at the time.
This means that by using MGPs, it is possible to impute the missing data in between the metabolic measurements more efficiently.
And some things, like selling tickets more efficiently, will do only so much to offset a terrible player contract, missing the playoffs or being relegated.
"Just a little more efficiently".
Humans may be advertising themselves more efficiently.
"You want to just buy more efficiently".
Manufacturers will manage supply chains more efficiently.
Others simply want to operate more efficiently.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com