Table 5 Coefficients of the Bayesian linear regression model using the MCMC method of variables predicting the length of hospital stay of Covid-19 patients
From: Bayesian model averaging for predicting factors associated with length of COVID-19 hospitalization
Independent variables | P ≠ 0 | Model1 | Model2 | Model3 | Model4 | Model5 |
|---|---|---|---|---|---|---|
Age(year) | 100 | X | X | X | X | X |
Sex(male vs female) | 0.86 | 0 | 0 | 0 | 0 | 0 |
ICU(yes vs no) | 100 | X | X | X | X | X |
Fever(yes vs no) | 0 | 0 | 0 | 0 | 0 | 0 |
Cough(yes vs no) | 0 | 0 | 0 | 0 | 0 | 0 |
Musculoskeletal pain(yes vs no) | 0 | 0 | 0 | 0 | 0 | 0 |
Respiratory(yes vs no) | 100 | X | X | X | X | X |
Consciousness(yes vs no) | 4.7 | 0 | 0 | 0 | 0 | 0 |
Smell(yes vs no) | 0 | 0 | 0 | 0 | 0 | 0 |
Taste(yes vs no) | 0 | 0 | 0 | 0 | 0 | 0 |
Seizure(yes vs no) | 0 | 0 | 0 | 0 | 0 | 0 |
Abdominal pain(yes vs no) | 0 | 0 | 0 | 0 | 0 | 0 |
Nausea(yes vs no) | 0 | 0 | 0 | 0 | 0 | 0 |
Vomiting(yes vs no) | 0 | 0 | 0 | 0 | 0 | 0 |
Anorexia(yes vs no) | 15 | 0 | 0 | 0 | 0 | 0 |
Headache(yes vs no) | 0 | 0 | 0 | 0 | 0 | 0 |
Dizziness(yes vs no) | 0 | 0 | 0 | 0 | 0 | 0 |
Chest pain(yes vs no) | 45 | 0 | 0 | X | 0 | X |
PO2(mmHg) | 100 | X | X | X | X | X |
Diabetes(yes vs no) | 86 | X | X | 0 | 0 | X |
Immunodeficiency(yes vs no) | 0 | 0 | 0 | 0 | 0 | 0 |
Asthma(yes vs no) | 0 | 0 | 0 | 0 | 0 | 0 |
Chronic nervous disorders(yes vs no) | 48 | 0 | X | 0 | X | X |
Other chronic disorders(yes vs no) | 0 | 0 | 0 | 0 | 0 | 0 |
HTN(yes vs no) | 2.3 | 0 | 0 | 0 | 0 | 0 |
Discharge status(death vs alive) | 76 | X | X | 0 | 0 | 0 |
WBC(k/\(\mu l)\) | 100 | X | X | X | X | X |
ALT(IU/l) | 14.1 | 0 | 0 | 0 | 0 | 0 |
AST(IU/l) | 100 | X | X | X | X | X |
ESR(mm/hr) | 0 | 0 | 0 | 0 | 0 | 0 |
CRP(mg/L) | 100 | X | X | X | X | X |
BUN(mg/dl) | 100 | X | X | X | X | X |
ALP(U/L) | 0 | 0 | 0 | 0 | 0 | 0 |
COPD(yes vs no) | 0 | 0 | 0 | 0 | 0 | 0 |
NLR | 100 | X | X | X | X | X |
nVar | Â | 11 | 12 | 10 | 10 | 12 |
Post prob | Â | 0.34 | 0.2028 | 0.074 | 0.0638 | 0.042 |