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3. Enzyme. The data in the le enzyme.csv gives the initial rate of reaction of an enzyme (y) and the substrate concentration (I). Consider the
3. Enzyme. The data in the le enzyme.csv gives the initial rate of reaction of an enzyme (y) and the substrate concentration (I). Consider the following nonlinear regression model: 3; +6: =62+I 1Iivhere E:- mild N (0.02), I91 3': U, and I92 r: I]. Assume noninformative priors for I91. 92, and 0'2 {in BUGS, we will specify a prior for the precision T = 715). For these constraints, the recommended priors in BUGS are Gammaml. 0.01). 1. Plot the marginal posterior densities of 31, 32, and 0'2. Use 31 = 200, 32 = [LlJ and 0'2 = 10D (equivalently, T = lll} for initializing the MCMC chain. 2. Compute 95% credible intervals for each of the three parameters. 3. Plot the posterior predictive distribution of y when :1: = 1.0 and provide its 95% credible intervals
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