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Further, for a special system of "full cross-talk", i.e. all components are influenced by all stimuli, we could show that the simultaneous utilisation of different data sets leads to higher model quality compared to modelling data sets individually.
We compared the two models using likelihood ratio tests to identify the higher model likelihood.
This indicates higher model agreement on how sensitive heatwave changes are to global temperature increases over these areas.
"There's no rhyme or reason," she said, destroying my vision of an orderly universe in which higher model numbers might actually represent newer products.
Using the PSO-DT method resulted in higher model efficiency and coefficient of determination (R2) than the MLR approach.
On each discretized segment, fluid properties, heat transfer process and TEG performance are locally calculated for higher model precision.
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For construct validity of the concordance model, we tested whether or not patients who stated a preference for chemotherapy had a higher model-predicted probability of chemotherapy than those who were unsure, using a two-sample t-test.
The higher model-selected humidex threshold for the ALS analysis (99th percentile versus 95th percentile) likely contributed to the larger effect estimates in the ALS analysis of relative risk compared with the BLS analysis.
Patients who stated a preference for chemotherapy had higher model-predicted probability of chemotherapy (0.52), compared to those who stated a preference for no chemotherapy or were unsure (0.28, p < 0.0001).
It should be noted that we used tight protein structure restraints during modeling, in order to prevent overfitting to noise while creating an unrealistic model that would have yielded a higher model-to-map correlation.
No model can capture everything, because humans can take any model, and then create a 'higher' model which incorporates the lower one.
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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