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It remains to be seen to what extent the model adds value.
All three bidding cities replicated to a greater or lesser extent the model minted by London in Singapore in 2005, combining photogenic sports stars, a delegation of young people and glossy films designed to underscore ambition and certainty.
I will relate some of these challenges to uncertainty in the data and discuss how uncertainty affects search as well as to which extent the model distribution matches the data distribution.
Here we first measured and quantified to what extent the model could predict the behavioral changes of all littermate control mice used in the current study (Fig. 2a), (for details of all raw behavioral data, see: Wulff et al.16; Schonewille et al.21; Seja et al.20; Galliano et al.19)16,19,20,21,22.
Finally, we extent the model by two sets of dummy variables covering policy regimes.
In order to check to what extent the model replicated reality, model validation was also addressed.
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To evaluate to what extent the models specified fit the data, absolute and incremental fit indices were used.
To what extent the models have predictive power in other settings (e.g., self-selected women with pelvic pain symptoms in the general population) is unknown, and therefore the utility of the tool should not be advocated for this purpose.
However, Drosophila melanogaster is one of perhaps 30 M insect species, and so it will be interesting to see to what extent the models developed here can be generalized.
However, it is worth noting that some of our analyses are based on MEG signals averaged over participants, and so future analyses can be used to determine to what extent the models fully generalize across participants.
These include to what extent the models truly recapitulate basic aspects of the human disease, to what extent they can be used as models for interrogating genomic changes, and how they can be most effectively used to identify new drug targets across a wider range of disease types.
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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