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We note that this effect was relatively subtle (cf. change of scale on y-axis in Fig. 7), and that the relative benefit of interaction over the MCS algorithm was not affected using raw, instead of normalised confidence estimates, as input to the MCS algorithm.
Receiver operating characteristic (ROC) curves were created using the average sensitivities and specifities across the 10-fold cross validation to compare the performance of the logistic regression model with raw observations as input versus the model with Kalman filter state estimates as input.
Using the experts' estimates as input, the model predicts that reducing the exposure of US children to zero would result in a 12% decrease in total consumption, a lowering of weight by 5.6% and mean BMI by 1 kg m−2 and a reduction in the prevalence of obesity by 6.8 (3.9–10.1) percent-point for boys and 6.0 (3.5 8.7) for girls.
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AOD is novel because it uses plant state estimates, rather than plant parameter estimates, as inputs for adaptation.
The Cancer Intervention and Surveillance Modeling Network (CISNET) used the background estimates as inputs for modeling the impact of screening and adjuvant treatments on BC mortality trends [ 25, 26].
We then used these estimates as inputs to a population-level model that allocated treatment across multiple cohorts of newly detected, HIV-infected individuals when treatment capacity was limited.
The OptShrink method requires noisy low-rank matrix and its rank estimate as input and provides denoised low-rank matrix estimate.
This included obtaining point estimates as well as distributions of these input data.
These estimates served as input for the SAS %ChoicEff macro [ 28].
Koriat (2012) reported that the MCS algorithm performed equally well when using raw and normalised confidence estimates as its input.
The logistic regression model developed using Kalman filter estimates as data input achieves higher sensitivity and specificity than the model developed using raw measurements.
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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