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Table 1 Bayesian probability analysis

From: Are high-viscosity glass-ionomer cements inferior to silver amalgam as restorative materials for permanent posterior teeth? A Bayesian analysis

1. Hypotheses

H1: HVGICs are clinically inferior to amalgam as restorative materials in posterior permanent teeth

H2: HVGICs are clinically not inferior to amalgam as restorative materials in posterior permanent teeth

2. Prior Odds of hypothesis H1 relative to H2

a. Evidence

Evidence 1 [1, 10]

 

P(H1) = nH1 / N = 9 out of 17 = 0.53

 

P(H2) = nH2 / N = 8 out of 17 = 0.47

 

OddsPre = P(H1) / P(H2)

 

OddsPre = 0.53 / 0.47

b. OddsPre

=1.12

3. Likelihood Ratio (LR) in support of hypothesis H1 relative to hypothesis H2

a. New Evidence

Evidence 1 [1, 10]

 

P1(E1|H1) = 0.50

 

P1(E1|H2) = 0.50

 

Evidence 2 [8, 9]

 

P2(E2|H1) = nH1 / N3 = 0 out of 3 = 0

 

P2(E2|H2) = nH2 / N3 = 3 out of 3 = 1.00

 

LR = P1(E1|H1)/ P1(E1|H2) × P2(E2|H1)/ P2(E2|H2)

 

LR = (0.50/0.50) × (0/1.00)

b. LR

=0

4. Posterior Odds of hypothesis H1 relative to H2

a. Calculation

OddsPost = OddsPre × LR

 

OddsPost = 1.12 × 0

b. OddsPost

=0