HiGodNoWy Bayesian network parameters

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Model

For the model tested see Ev2007Higod4#Bayesian_Network_Working_Version

Qualification

  • Note that Wy cannot be estimated by Bnlearn because continuous variables cannot be used along with discrete variables (i.e., mixed models are not yet computable in bnlearn)

Bayesian Network (graph)

BNlearnGraphsForWileyOUTLINE.png

Conditional Probabilities

fit1=bn.fit (res2,HiGodNoWy) > fit1

 Bayesian network parameters
 Parameters of node HiGod  (Gaussian di Stribution)
Conditional density: HiGod | FxCmtyWages + AnimXbwealth
Coefficients:
 (Intercept)   FxCmtyWages  AnimXbwealth  
  1.9290647     0.8371745     0.2337607  
Standard deviation of the residuals: 1.056845 
 Parameters of node FxCmtyWages  (Gaussian distribution)
Conditional density: FxCmtyWages
Coefficients:
(Intercept)  
0.06989247  
Standard deviation of the residuals: 0.2556539 
 Parameters of node AnimXbwealth  (Gaussian di Stribution)
Conditional density: AnimXbwealth
Coefficients:
(Intercept)  
 0.9731183  
Standard deviation of the residuals: 1.99305 
 Parameters of node No_rain_Dry  (Gaussian di Stribution)
Conditional density: No_rain_Dry | HiGod + AnimXbwealth
Coefficients:
 (Intercept)         HiGod  AnimXbwealth  
  1.1126663     0.2331361     0.1767512  
Standard deviation of the residuals: 0.8718384 
 Parameters of node Writing  (Gaussian di Stribution)
Conditional density: Writing | HiGod
Coefficients:
(Intercept)        HiGod  
 1.1957730    0.5208404  
Standard deviation of the residuals: 1.333563 
 Parameters of node v1695  (Gaussian di Stribution)
Conditional density: v1695
Coefficients:
(Intercept)  
  2.110215  
Standard deviation of the residuals: 0.9877372 
 Parameters of node v270  (Gaussian di Stribution)
Conditional density: v270 | Writing
Coefficients:
(Intercept)      Writing  
 1.1141318    0.5509645  
Standard deviation of the residuals: 1.273518 
 Parameters of node v1650  (Gaussian di Stribution)
Conditional density: v1650 | Writing
Coefficients:
(Intercept)      Writing  
  5.557707     1.166514  
Standard deviation of the residuals: 6.265617