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This paper connects consistent variable selection with multiple hypotheses testing procedures in the linear regression model Y="Xβ+ɛ, where the dimension p of the parameter β is allowed to grow with the sample size n.
The concern, though, is that congressional oversight isn't a consistent variable.
In previous NHP and CAM studies, the most consistent variable to correlate with a higher use was female gender [6], [13], [15], [17].
She proposed a truncation of the estimated coefficients to derive consistent variable selection.
Hematocrit was the largest and most consistent variable accounting for the observed difference in glucose results in all models compared.
Next to sources of moisture, cleaning frequency was the most consistent variable associated with the microbial environment in the home.
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Other less consistent variables from the literature include younger age groups, higher level of education, and higher income [6].
Two data sets were used to determine the most consistent variables.
Since one data set was clearly insufficient to identify consistent variables, we used both data sets to identify variables and used bootstrapping to overcome the problem of overfitting.
All categories collapsed, the four most consistent variables associated with euthanasia among physicians are the patient's life expectancy (75.0%), physicians' medical specialty, unit or work setting (66.6%), the patient's symptoms and suffering (57.1%) and physicians' religion (55.5%).
The most consistent variables associated with a higher satisfaction were more than 2 prior hospitalization, longer length of stay 10-144 daystayingying in double room, and better perceived health status compared to admission in MI dimension.
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