Dogie catcher

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Possible Answers:

LASSO.

Last seen on: –LA Times Crossword 13 Sep 21, Monday
NY Times Crossword 12 Sep 21, Sunday
Universal Crossword – Mar 1 2020
LA Times Crossword 3 Nov 19, Sunday

Random information on the term “LASSO”:

Model selection is the task of selecting a statistical model from a set of candidate models, given data. In the simplest cases, a pre-existing set of data is considered. However, the task can also involve the design of experiments such that the data collected is well-suited to the problem of model selection. Given candidate models of similar predictive or explanatory power, the simplest model is most likely to be the best choice (Occam’s razor).

Konishi & Kitagawa (2008, p. 75) state, “The majority of the problems in statistical inference can be considered to be problems related to statistical modeling”. Relatedly, Cox (2006, p. 197) has said, “How [the] translation from subject-matter problem to statistical model is done is often the most critical part of an analysis”.

Model selection may also refer to the problem of selecting a few representative models from a large set of computational models for the purpose of decision making or optimization under uncertainty.

LASSO on Wikipedia