CDOoDocuments.StdDocumentDescDocuments.DocumentDescContainers.ViewDescViews.ViewDescStores.StoreDesci Documents.ModelDescContainers.ModelDescModels.ModelDescStores.ElemDesc TextViews.StdViewDescTextViews.ViewDescY TextModels.StdModelDescTextModels.ModelDescc[TextModels.AttributesDesc1$Courier New $Courier New% #------------------------------------------------------------------------------------------------------------------------------ Version 1 (simple) #------------------------------------------------------------------------------------------------------------------------------ model{ # model's likelihood for (i in 1:n){ x[i] <- log(40*dose[i])/log(2) y[i] ~ dnorm( mu[i], tau ) mu[i] <- beta0[drug[i]] + beta1*x[i] } # # relative potency rho <- exp( (beta0[2]-beta0[1])/(beta1/log(2)) ) # potency estimate potency <- rho * 1.2 # # prior distributions beta0[1] ~ dnorm( 0.0, 0.001) # constant for standard treatment beta0[2] ~ dnorm( 0.0, 0.001) # constant for test treatment beta1 ~ dnorm( 0.0, 0.001) # slope tau ~ dgamma( 0.001, 0.001) # precision of regression model s <- 1/sqrt(tau) # standard error of regression # # test rho>1 (test more potent) better21 <- step(rho-1) # intercept.difference <- beta0[2]-beta0[1] # # r2 measures sy2<-sd(y[])*sd(y[]) R2B <- 1 - 1/(tau*sy2) for (i in 1:n){ res[i]<-y[i]-mu[i] } ss2 <- inprod( res[],res[] )/(n-3) R2B2 <- 1 - ss2/sy2 } INITS list( beta0=c(0,0), beta1=0, tau=1 ) DATA (LIST) list( n=24, y=c(68.8, 67.6, 68.1, 67.6, 69.0, 67.9, 68.6, 68.3, 61.4, 59.8, 62.3, 60.6, 60.9, 60.3, 61.6, 61.8, 53.5, 51.9, 53.6, 52.2, 53.8, 54.9, 54.1, 54.2), dose=c(0.025, 0.025, 0.025, 0.025, 0.025, 0.025, 0.025, 0.025, 0.050, 0.050, 0.050, 0.050, 0.050, 0.050, 0.050, 0.050, 0.100, 0.100, 0.100, 0.100, 0.100, 0.100, 0.100, 0.100), drug=c(1,1,1,1,2,2,2,2, 1,1,1,1,2,2,2,2, 1,1,1,1,2,2,2,2) ) TextControllers.StdCtrlDescTextControllers.ControllerDescContainers.ControllerDescControllers.ControllerDesc TextRulers.StdRulerDescTextRulers.RulerDescTextRulers.StdStyleDescTextRulers.StyleDescZTextRulers.AttributesDesc$ ZGo * ,[ @Documents.ControllerDesc t]s ' `h*