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Table 5 Individual Uncertainties of variables (influences) and model uncertainty for model 2 (cf.Table 3) with n = 7

From: Uncertainty analysis using Bayesian Model Averaging: a case study of input variables to energy models and inference to associated uncertainties of energy scenarios

Model 2 M2

Variable k

PIP

Individual uncertainty

n

USCONNG

99.24 %

0.76 %

1

WTI_PRICE

98.62 %

1.38 %

2

ELC

97.07 %

2.94 %

3

TRA

95.46 %

4.55 %

4

GDP

95.20 %

4.80 %

5

RENEW

50.83 %

49.17 %

6

CRUDE_PRICE

30.69 %

69.31 %

7

Averaged uncertainty \( \frac{{\displaystyle {\sum}_{k=1}^{k=n}\left(1-{\mathrm{PIP}}_{k\ }\right)}}{n} \)

18.99 %

 
 

PMPM2

Model uncertainty

 
 

7.8 %

  

Model uncertainty Ψ(M 2) = 1 − PMP M2

100 % − 7.8 % = 92.2 %