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With GCM, individuals are assumed to come from one population and a mean growth curve can be estimated using all individuals.
If it was intended to find proteins that were differentially expressed following treatment, i.e. equal treatment effect were expected for all patients, inter-person variation should be estimated using all available patients.
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Canopy transmittance was estimated using All Echo Cover Index (ACI), and the mean projection of unit foliage area was obtained using no-intercept regression with field measured LAIe.
The same logic applies to the ability measures, which were estimated using all available information.
Otherwise, the noise coherence matrix is estimated using all detected noise-only frames, cf. (9).
Logit TMPPS adoption models used only 2010 data while aggregate adoption rates were estimated using all available years.
Then, a new relation to determine the drop modulus based on the torque of TBM was proposed and finally, the drop modulus was estimated using all mentioned parameters (TBM penetration rate, torque and equivalent thrust per cutter).
Pr(X), the denominator of Eqn. (1), defined as the marginal distribution of all X's, is estimated using all of the data in the experiment.
The final model for each image parameter was estimated using all samples and the pair of tuning parameters that corresponded to the minimum average cross validation error.
Firstly, regression models are estimated using all predictors.
Healthcare use and charges were estimated using all paid medical fees and pharmacy claims for 2000 for these IPF cases.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com