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Table 6 Main results for Aim 2: model diagnostics and treatment effect estimation for models differentiated by the use of estimated LOS as a covariate

From: Using predicted length of stay to define treatment and model costs in hospitalized adults with serious illness: an evaluation of palliative care

 

Model diagnostics

Treatment effect estimation

R2

RMSE is

MAPE is

RMSE os

MAPE os

MPE os

AIC

BIC

ATET

95%CI

CI width

t-test

Model (i)

0.14

47,261

27,501

47,459

27,614

49

60,450

60,515

−11302**

−14,289 to − 8314

5975

t = 0.42

Model (iii)

0.23

44,875

25,066

45,116

25,196

−321

60,058

60,135

− 10365**

−13,490 to − 7241

6249

 
  1. For legend, see Table 5