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Sensitivity analyses will be carried out using multiple imputation, which will include auxiliary data such as ECOG performance status and baseline secondary outcomes such as physical activity measures.
A second model also included auxiliary input data (soil clay, pH, organic matter) as potential modeling variables.
Nowadays almost every modern diesel electric locomotive includes auxiliary converters.
The book includes auxiliary material on SAT and SMT solving, automated theorem proving, and logic programming.
Includes auxiliary nurse midwives in India.
Clinical data including auxiliary body temperature, blood pressure, coma status, breathing status and prostration were collected by physicians.
However, you are encouraged to include such auxiliary data (if you feel it is appropriate) in a final portion of your report clearly labeled "Appendix". The Appendix may be as long as is necessary -- it may extend beyond the page limit.
(1) There were no missing values in our response; Collins et al.[ 13] observed the best effects of including auxiliary variables when the missing data were in the response.
Particularly good results were obtained by including auxiliary variables when (a) the missing data were in the response, (b) the auxiliary variable changed the process leading to missing data from "missing not at random" (MNAR) to MAR and when (c) the correlation of the auxiliary variable to the response was very high, i.e. r=.9.
Including auxiliary variables to assist imputation of substantial amounts of missing data reduces bias.
On the preprocessing stage we initialize the global data structures of the algorithm, i.e. the OvGraph, including auxiliary structures assigned to its nodes and some other structures that are described at the end of this subsection.
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