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In experiment 1 the prior was held constant, in experiment 2 the variance of the prior changes and in a third experiment the mean of the prior was changed periodically.
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In We-MIML, we have assumed the class prior changes yet can be approximated by the class frequencies in a time window.
13As ADRZ point out, another way to control for prior changes in the model with state/county and period fixed effects is to include lagged dependent variables (LDVs).
As for the prior studies, changes in mean intimal plaque area with M-T7 treatment closely paralleled changes in intimal thickness.
Note, here the prior probability changes by incorporating the PPV of previous studies.
Prior changed his tone and lowered the pressure.
As indicated in the prior section, the changes of mass were neglected due to their low influence in comparison with stiffness alterations.
Assessment of response in treatment trials should ideally encompass the prior trajectory of change before treatment.
We held the variance of the prior constant but changed its mean.
Inferring the average subject prior using the measured gains and means we could track the prior as it changed over the course of learning (Figs 5C, F).
Each of these changes either breaks the features the model depends on or changes the prior distributions the model was trained on, resulting in degraded accuracy in prediction.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com