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. Author manuscript; available in PMC: 2018 Apr 1.
Published in final edited form as: Thorax. 2016 Jul 20;72(4):311–317. doi: 10.1136/thoraxjnl-2016-208560

Table 2.

Primary regression results

Variable LASSO
Coefficient*
OLS Coefficient* (95%
CI)
OLS p
value
Baseline characteristics
  Age −0.004 −0.008 (−0.003, −0.013) 0.004
  Female sex −0.189 −0.298 (−0.148, −0.448) <0.001
  Hispanic/Latino Ethnicity −0.058 −0.334 (−0.070, −0.598) 0.013
  Resides at home with informal help** −0.240 −0.576 (−0.240, −0.911) <0.001
  Requires professional help at home OR residence in health care facility** −0.219 −0.516 (−0.062, −0.969) 0.026
  AIDS comorbidity 0.346 0.778 (0.160, 1.396) 0.014
  Pulmonary comorbidity −0.001 −0.144 (−0.382, 0.095) 0.24
  Nadir respiratory rate 0.003 0.012 (0, 0.024) 0.06
Lifestyle factors
  Current smoker status (at baseline) −0.179 −0.349 (−0.195, −0.503) <0.001
  Body mass index (at baseline) −0.011 −0.019 (−0.010, −0.028) <0.001
*

Because of the Box Cox transformation, we inverted the sign of coefficients to aid in interpretation. Positive coefficients are associated with better outcome.

**

Reference category for this variable is “Resides at home with no help”

LASSO: Least Absolute Shrinkage and Selection Operator (refers to the penalty used in penalized regression); OLS: ordinary least squares