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When outliers were identified in residual plots, the models were refitted with these observations removed to determine their effects on parameter estimation.
Treatment episodes for patients in the non-overlapping distributions of the propensity score will be trimmed (expected to be < 5% of observations removed for this reason, based upon preliminary examination), and multivariable adjustment will be used for the resulting main analysis population to control for relevant confounding.
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Marshall and Spiegelhalter [ 67] proposed the "full-data mixed approach" (ghost sampling) generating full 'ghost' sets of random effects for each unit without repeatedly fitting the model with one particular observation removed (for more details also compare [ 68] or [ 69]).
This observation removes the artificial distinction between shapes and their configurations, and allows formulation and solution of a large class of problems in mechanical design and manufacturing.
In the light of this observation, removing penalties associated with late registration may help to improve birth registration.
This observation removes the main obstacle in developing α-MSH based peptides as therapeutics, which is nothing, but its pigmentary effects and KPV are devoid of that.
For each model, a random sub-sample of observations constituting 30% of the total observations were removed and then tested against dugong distribution and relative density predicted from the krige using the remaining 70% of observations.
Recognizing that extreme observations were removed before FDA, we found that almost all of the observed variation between women's smoothed temporal FM curves was accounted for by mere three temporal components; a general FM count level, a linear trend, and a U-shape.
From the observations we removed main and magnetospheric fields as given by the CHAOS-3 field model (Olsen et al., 2010) and remaining external fields as monitored by the Canadian magnetic observatory Alert.
No observations were removed due to EPA database qualifiers.
Nine further observations were removed due to missing values in the response variable.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com