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After removing people with missing variables, the final analysis is focused on 1856 people (82% of the population that reported indoor work).
While the IMA dataset had few missing variables, the ISD dataset was incomplete for certain variables, including analgesia, perineal tears, and breast feeding, and this compromised the power of the analysis for these outcomes.
On the other hand, if many variables are missing on the same individual, the imputation model must describe the joint distribution of all these variables, and if many individuals have many missing variables, the analyst may be nervous about relying on this complex and possibly misspecified imputation model.
While we have a statistically sound method for dealing with the ensuing missing variables, the signal from these values may swamp that from our explanatory variables and we may have underestimated the strength of the effect of social proximity.
Due to the original selection, non-response and missing variables, the present study population differs from the original HUNT3 sample and the general population in the county of Nord-Trøndelag, particularly in regard to morbidity levels, utilization levels and age composition.
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These results do not mean small scale fragments or landscape composition is unimportant to bird communities in our region for several reasons, including the high model uncertainty that may indicate an important missing variable, the habitat complexity and presence of large forest reserves around our study sites, and the single scale at which our variables were tested.
For cases with multiple missing variables, a similar logistic technique was applied, replacing one variable at a time while omitting the other missing variables from the model, and building up the complete dataset in a stepwise manner.
The issue of missing variables from the hospital database was overcome by retrieving the medical notes for the patient.
Therefore, we cannot estimate the effect of missing variables in the scores estimations.
Assuming that these variables were missing at random, we exclude the cases with missing variables from the analyses.
Missing variables of the PROMs were addressed using the respective authors' instructions.
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