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The company sold mutual funds at pre-close prices based on post-close information, using a complicated model to predict how the market would react on the next trading day, he said.
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Why should one use a complicated model to present information when a simple infographic would suffice?
When there are sufficient observations in the training data, it is probably fine to use a complicated model.
He had imputed data — that is, he had derived predicted values for measurements using a complicated statistical model.
They came up with this conclusion using a complicated mathematical model, deployed in game theory, called backward induction.
Some of the missing aspects of the complicated process of nucleosome positioning and the shaping of the underlying sequences may thus be revealed through the assessment of a simple structural property instead of with the use of a complicated model.
Because there are few data to indicate whether statin use would prevent heart attack and stroke in people over 75 who don't have ASCVD, researchers used a complicated statistical model to estimate the potential benefits and costs of treating everyone 75 to 94 with a statin.
However, the SVM uses a complicated classification model with a low possibility for biological interpretation.
Our study does not use a complicated statistical model; instead we present the raw data and simple analyses.
Although the use of modelling is not unique in policy terms, the use of such a complicated model to explicitly predict the impact of different policy options is unusual for public health policy.
And that so far is AUDIENCE: I think it's arguable whether it's more parsimonious to say, well, as you go higher, it's linear rather than to actually use a more complicated model.
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CEO of Professional Science Editing for Scientists @ prosciediting.com