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Often there are several auxiliary variables in a colorectal polyp prevention trial.
The imputation model contained the CP class assignment, outcomes and confounders described above, as well as several auxiliary variables known to be related to missingness and to key variables in our models.
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In the imputation models we included all variables used in the analysis along with several additional auxiliary variables.
These decisions were made since imputing the model several times and including auxiliary variables leads to more accurate standard error estimates [ 50].
Model based approaches have offered several advantages to these estimation problems, including increased precision by "borrowing strengths" across the various sites based on available auxiliary variables, including their relative locations in space.
In this study several survey design components were varied and compared using auxiliary variables derived from LiDAR data to improve efficiencies in the inventory of Pinus radiata plantations.
There are several methods proposed to analyze interval-censored data with auxiliary variables [ 4- 10].
First, define auxiliary variables (3.21).
In the following we use several auxiliary results.
Several auxiliary results for analyzing (tau^) are firstly presented.
To prove this result, several auxiliary results are needed.
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