a) Summaries for sigma.theta Summary node mean sigma.theta sd 6.406 MC error 2.5% 5.51 0.2333 median 0.1843 97.5% 5.041 start 20.47 sample 1001 10000 History sigma.theta 60.0 40.0 20.0 0.0 1001 2500 5000 7500 10000 iteration autocorrelation sigma.theta sigma.theta sample: 10000 1.0 0.5 0.0 -0.5 -1.0 0.15 0.1 0.05 0.0 0 20 40 -20.0 0.0 20.0 40.0 lag I will also give an example of theta[1] node mean sd theta[1] 10.99 theta[1] MC error 2.5% 8.137 0.2656 median -1.934 97.5% 9.941 start 30.95 sample 1001 10000 60.0 40.0 20.0 0.0 -20.0 1001 2500 5000 7500 10000 iteration theta[1] theta[1] sample: 10000 1.0 0.5 0.0 -0.5 -1.0 0.08 0.06 0.04 0.02 0.0 0 20 40 lag -40.0 0.0 20.0 40.0 b) Information for sigma.theta after 10000 iterations node mean sigma.theta sd 1.529 MC error 2.5% 1.154 0.0337 median 0.5152 97.5% 1.169 start 4.706 sample 1001 10000 sigma.theta 30.0 20.0 10.0 0.0 1001 2500 5000 7500 10000 iteration sigma.theta sigma.theta sample: 10000 1.0 0.5 0.0 -0.5 -1.0 1.0 0.75 0.5 0.25 0.0 0 20 40 0.0 10.0 20.0 lag node mean theta[1] 7.576 theta[1] sd 4.382 MC error 2.5% 0.3033 -0.8961 median 7.501 97.5% 15.99 start 1001 sample 10000 40.0 20.0 0.0 -20.0 1001 2500 5000 7500 10000 iteration theta[1] theta[1] sample: 10000 1.0 0.5 0.0 -0.5 -1.0 0.1 0.075 0.05 0.025 0.0 0 20 40 lag -20.0 0.0 20.0
© Copyright 2023 Paperzz