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. Author manuscript; available in PMC: 2023 Nov 15.
Published in final edited form as: J Am Stat Assoc. 2021 May 19;117(540):2105–2119. doi: 10.1080/01621459.2021.1904958

Table 1.

Detected variables and magnitudes of their fitted coefficients for homogeneous effect μ.

Variable DebiasL&B SHIR SMA
Prescription count of statin 0.14 0.07 0
Age 0.09 0.26 0.28
Total ICD counts −0.38 −0.75 0
NLP count of CAD 0.97 1.34 0.81
NLP count of CAD procedure related concepts 0 0.02 0
NLP count of nonsmoker −0.07 −0.25 − 0.42
NLP count of nonsmoker > 0 −0.53 0 0
NLP count of current-smoker 0 −0.03 0
NLP count of CAD related diagnosis or procedure ≥ 1 0.06 0.05 0
ICD count for CAD 1.00 0.67 0.35
CPT count for stent or CABG 0 0.05 0
CPT count for echo 0 −0.10 0
ICD count for CAD × CPT count for echo 0 −0.04 0
NLP count of non-smoker × Oncall 0.09 0 0
NLP count of CAD × NLP count of possible-smoker 0 −0.02 0

NOTE: A×B denotes the interaction term of variables A and B. The log(x+1) transformation is taken on the count data and the covariates are normalized.