metropolis rat: 0.4901961 in 102 , best: 12.71456 local acceptance ratio: 0.4901961 metropolis rat: 0.5102041 in 196 , best: 12.64968 local acceptance ratio: 0.5319149 Current convergence R-1 = 2.728942 chain steps = 309 slow changes 0 power changes 0 metropolis rat: 0.4643963 in 323 , best: 12.64547 local acceptance ratio: 0.3937008 metropolis rat: 0.4739336 in 422 , best: 12.35462 local acceptance ratio: 0.5050505 Current convergence R-1 = 0.4644871 chain steps = 504 slow changes 0 power changes 0 metropolis rat: 0.4892368 in 511 , best: 12.35462 local acceptance ratio: 0.5617977 metropolis rat: 0.5008347 in 599 , best: 12.35462 local acceptance ratio: 0.5681818 metropolis rat: 0.5109489 in 685 , best: 12.35462 local acceptance ratio: 0.5813953 Current convergence R-1 = 0.2373556 chain steps = 695 slow changes 0 power changes 0 metropolis rat: 0.4981320 in 803 , best: 12.35462 local acceptance ratio: 0.4237288 Current convergence R-1 = 0.2528077 chain steps = 886 slow changes 0 power changes 0 metropolis rat: 0.5000000 in 900 , best: 12.35462 local acceptance ratio: 0.5154639 metropolis rat: 0.4975124 in 1005 , best: 12.35462 local acceptance ratio: 0.4761905 Current convergence R-1 = 9.4048396E-02 chain steps = 1083 slow changes 0 power changes 0 metropolis rat: 0.4950495 in 1111 , best: 12.35462 local acceptance ratio: 0.4716981 metropolis rat: 0.5008347 in 1198 , best: 12.35462 local acceptance ratio: 0.5747126 Current convergence R-1 = 5.4666933E-02 chain steps = 1274 slow changes 0 power changes 0 metropolis rat: 0.5019305 in 1295 , best: 12.35462 local acceptance ratio: 0.5154639 metropolis rat: 0.4926108 in 1421 , best: 12.35462 local acceptance ratio: 0.3968254 Current convergence R-1 = 5.3909924E-02 chain steps = 1467 slow changes 0 power changes 0 metropolis rat: 0.4940712 in 1518 , best: 12.35462 local acceptance ratio: 0.5154639 metropolis rat: 0.4929143 in 1623 , best: 12.35462 local acceptance ratio: 0.4761905 Current convergence R-1 = 1.9653143E-02 chain steps = 1656 slow changes 0 power changes 0 metropolis rat: 0.4882252 in 1741 , best: 12.35462 local acceptance ratio: 0.4237288 metropolis rat: 0.4918033 in 1830 , best: 12.35462 local acceptance ratio: 0.5617977 Current convergence R-1 = 4.6160746E-02 chain steps = 1849 slow changes 0 power changes 0 metropolis rat: 0.4886831 in 1944 , best: 12.35462 local acceptance ratio: 0.4385965 Current convergence R-1 = 4.0910792E-02 chain steps = 2040 slow changes 0 power changes 0 metropolis rat: 0.4859087 in 2058 , best: 12.28638 local acceptance ratio: 0.4385965 metropolis rat: 0.4856614 in 2162 , best: 12.28638 local acceptance ratio: 0.4807692 Current convergence R-1 = 4.1894369E-02 chain steps = 2228 slow changes 0 power changes 0 metropolis rat: 0.4801397 in 2291 , best: 12.28638 local acceptance ratio: 0.3875969 metropolis rat: 0.4773765 in 2409 , best: 12.28638 local acceptance ratio: 0.4237288 Current convergence R-1 = 3.3811375E-02 chain steps = 2437 slow changes 0 power changes 0 metropolis rat: 0.4769475 in 2516 , best: 12.28638 local acceptance ratio: 0.4672897 metropolis rat: 0.4736643 in 2639 , best: 12.28638 local acceptance ratio: 0.4065041 Current convergence R-1 = 4.5636747E-02 chain steps = 2639 slow changes 0 power changes 0 metropolis rat: 0.4734159 in 2746 , best: 12.28638 local acceptance ratio: 0.4672897 Current convergence R-1 = 5.2660834E-02 chain steps = 2835 slow changes 0 power changes 0 metropolis rat: 0.4746836 in 2844 , best: 12.28638 local acceptance ratio: 0.5102041 metropolis rat: 0.4740942 in 2953 , best: 12.28638 local acceptance ratio: 0.4587156 Current convergence R-1 = 7.0788763E-02 chain steps = 3026 slow changes 0 power changes 0 metropolis rat: 0.4727747 in 3067 , best: 12.28638 local acceptance ratio: 0.4385965 metropolis rat: 0.4734848 in 3168 , best: 12.28638 local acceptance ratio: 0.4950495 Current convergence R-1 = 3.4532558E-02 chain steps = 3226 slow changes 0 power changes 0 metropolis rat: 0.4747320 in 3265 , best: 12.28638 local acceptance ratio: 0.5154639 metropolis rat: 0.4769002 in 3355 , best: 12.28638 local acceptance ratio: 0.5555556 Current convergence R-1 = 3.2754321E-02 chain steps = 3423 slow changes 0 power changes 0 metropolis rat: 0.4742742 in 3479 , best: 12.28638 local acceptance ratio: 0.4032258 metropolis rat: 0.4741980 in 3585 , best: 12.28638 local acceptance ratio: 0.4716981 Current convergence R-1 = 2.3991497E-02 chain steps = 3622 slow changes 0 power changes 0 metropolis rat: 0.4752852 in 3682 , best: 12.28638 local acceptance ratio: 0.5154639 metropolis rat: 0.4736842 in 3800 , best: 12.28638 local acceptance ratio: 0.4237288 Current convergence R-1 = 2.4699749E-02 chain steps = 3815 slow changes 0 power changes 0 metropolis rat: 0.4738730 in 3904 , best: 12.28638 local acceptance ratio: 0.4807692 metropolis rat: 0.4745255 in 4004 , best: 12.28638 local acceptance ratio: 0.5000000 Current convergence R-1 = 3.1440314E-02 chain steps = 4012 slow changes 0 power changes 0 metropolis rat: 0.4729566 in 4123 , best: 12.28638 local acceptance ratio: 0.4201681 metropolis rat: 0.4753982 in 4207 , best: 12.28638 local acceptance ratio: 0.5952381 Current convergence R-1 = 3.6579721E-02 chain steps = 4207 slow changes 0 power changes 0 metropolis rat: 0.4700757 in 4361 , best: 12.28638 local acceptance ratio: 0.3246753 Current convergence R-1 = 5.3667523E-02 chain steps = 4404 slow changes 0 power changes 0 metropolis rat: 0.4711689 in 4457 , best: 12.28638 local acceptance ratio: 0.5208333 metropolis rat: 0.4709748 in 4565 , best: 12.28638 local acceptance ratio: 0.4629630 Current convergence R-1 = 4.8228763E-02 chain steps = 4597 slow changes 0 power changes 0 metropolis rat: 0.4702865 in 4678 , best: 12.28638 local acceptance ratio: 0.4424779 Current convergence R-1 = 3.0889207E-02 chain steps = 4794 slow changes 0 power changes 0 metropolis rat: 0.4692388 in 4795 , best: 12.28638 local acceptance ratio: 0.4273504 metropolis rat: 0.4689093 in 4905 , best: 12.28638 local acceptance ratio: 0.4545455 Current convergence R-1 = 4.0811069E-02 chain steps = 4984 slow changes 0 power changes 0 metropolis rat: 0.4692492 in 5008 , best: 12.28638 local acceptance ratio: 0.4854369 metropolis rat: 0.4678363 in 5130 , best: 12.28638 local acceptance ratio: 0.4098361 Current convergence R-1 = 3.7249956E-02 chain steps = 5177 slow changes 0 power changes 0 metropolis rat: 0.4656909 in 5261 , best: 12.28638 local acceptance ratio: 0.3816794 metropolis rat: 0.4648568 in 5378 , best: 12.28638 local acceptance ratio: 0.4273504 Current convergence R-1 = 3.1607587E-02 chain steps = 5378 slow changes 0 power changes 0 metropolis rat: 0.4667765 in 5463 , best: 12.28638 local acceptance ratio: 0.5882353 metropolis rat: 0.4666188 in 5572 , best: 12.28638 local acceptance ratio: 0.4587156 Current convergence R-1 = 3.7054759E-02 chain steps = 5573 slow changes 0 power changes 0 metropolis rat: 0.4654022 in 5694 , best: 12.28638 local acceptance ratio: 0.4098361 Current convergence R-1 = 2.5656069E-02 chain steps = 5765 slow changes 0 power changes 0 metropolis rat: 0.4665630 in 5787 , best: 12.28638 local acceptance ratio: 0.5376344 metropolis rat: 0.4664970 in 5895 , best: 12.28638 local acceptance ratio: 0.4629630 Current convergence R-1 = 2.9515743E-02 chain steps = 5957 slow changes 0 power changes 0 metropolis rat: 0.4663558 in 6004 , best: 12.28638 local acceptance ratio: 0.4587156 metropolis rat: 0.4669069 in 6104 , best: 12.28638 local acceptance ratio: 0.5000000 Current convergence R-1 = 2.2895651E-02 chain steps = 6153 slow changes 0 power changes 0 metropolis rat: 0.4667632 in 6213 , best: 12.28638 local acceptance ratio: 0.4587156 metropolis rat: 0.4656669 in 6335 , best: 12.28638 local acceptance ratio: 0.4098361 Current convergence R-1 = 2.6039133E-02 chain steps = 6354 slow changes 0 power changes 0 metropolis rat: 0.4656216 in 6443 , best: 12.28638 local acceptance ratio: 0.4629630 Current convergence R-1 = 2.1214172E-02 chain steps = 6545 slow changes 0 power changes 0 metropolis rat: 0.4657911 in 6548 , best: 12.28638 local acceptance ratio: 0.4761905 metropolis rat: 0.4638635 in 6683 , best: 12.28638 local acceptance ratio: 0.3703704 Current convergence R-1 = 1.7525559E-02 chain steps = 6749 slow changes 0 power changes 0 metropolis rat: 0.4633716 in 6798 , best: 12.28638 local acceptance ratio: 0.4347826 metropolis rat: 0.4651839 in 6879 , best: 12.28638 local acceptance ratio: 0.6172839 Current convergence R-1 = 1.0618124E-02 chain steps = 6938 slow changes 0 power changes 0 metropolis rat: 0.4656828 in 6979 , best: 12.28638 local acceptance ratio: 0.5000000 metropolis rat: 0.4634181 in 7121 , best: 12.28638 local acceptance ratio: 0.3521127 Current convergence R-1 = 9.3208319E-03 chain steps = 7147 slow changes 0 power changes 0 metropolis rat: 0.4625794 in 7242 , best: 12.28638 local acceptance ratio: 0.4132231 Current convergence R-1 = 1.0456500E-02 chain steps = 7338 slow changes 0 power changes 0 metropolis rat: 0.4627109 in 7348 , best: 12.28638 local acceptance ratio: 0.4716981 metropolis rat: 0.4629630 in 7452 , best: 12.28638 local acceptance ratio: 0.4807692 Current convergence R-1 = 8.2116947E-03 chain steps = 7531 slow changes 0 power changes 0 metropolis rat: 0.4634534 in 7552 , best: 12.28638 local acceptance ratio: 0.5000000 metropolis rat: 0.4630837 in 7666 , best: 12.28638 local acceptance ratio: 0.4385965 Current convergence R-1 = 6.1666952E-03 chain steps = 7729 slow changes 0 power changes 0 metropolis rat: 0.4608295 in 7812 , best: 12.28638 local acceptance ratio: 0.3424658 metropolis rat: 0.4603935 in 7928 , best: 12.28638 local acceptance ratio: 0.4310345 Current convergence R-1 = 8.1634680E-03 chain steps = 7931 slow changes 0 power changes 0 metropolis rat: 0.4603708 in 8037 , best: 12.28638 local acceptance ratio: 0.4587156 Current convergence R-1 = 7.2298646E-03 chain steps = 8128 slow changes 0 power changes 0 metropolis rat: 0.4602921 in 8147 , best: 12.28638 local acceptance ratio: 0.4545455 metropolis rat: 0.4597145 in 8266 , best: 12.28638 local acceptance ratio: 0.4201681 Current convergence R-1 = 8.7041128E-03 chain steps = 8324 slow changes 0 power changes 0 metropolis rat: 0.4601960 in 8366 , best: 12.28638 local acceptance ratio: 0.5000000 metropolis rat: 0.4588775 in 8499 , best: 12.28638 local acceptance ratio: 0.3759398 Current convergence R-1 = 9.0650935E-03 chain steps = 8520 slow changes 0 power changes 0 metropolis rat: 0.4588755 in 8608 , best: 12.28638 local acceptance ratio: 0.4587156 Current convergence R-1 = 7.1016741E-03 chain steps = 8709 slow changes 0 power changes 0 metropolis rat: 0.4591368 in 8712 , best: 12.28638 local acceptance ratio: 0.4807692 metropolis rat: 0.4585079 in 8833 , best: 12.28638 local acceptance ratio: 0.4132231 Current convergence R-1 = 7.2730696E-03 chain steps = 8904 slow changes 0 power changes 0 metropolis rat: 0.4581518 in 8949 , best: 12.28638 local acceptance ratio: 0.4310345 metropolis rat: 0.4587156 in 9047 , best: 12.28638 local acceptance ratio: 0.5102041 Current convergence R-1 = 8.8095004E-03 chain steps = 9095 slow changes 0 power changes 0 metropolis rat: 0.4588158 in 9154 , best: 12.28638 local acceptance ratio: 0.4672897 metropolis rat: 0.4580729 in 9278 , best: 12.28638 local acceptance ratio: 0.4032258 Current convergence R-1 = 9.0459166E-03 chain steps = 9295 slow changes 0 power changes 0 metropolis rat: 0.4585688 in 9377 , best: 12.28638 local acceptance ratio: 0.5050505 metropolis rat: 0.4584256 in 9489 , best: 12.28638 local acceptance ratio: 0.4464286 Current convergence R-1 = 7.8868605E-03 chain steps = 9489 slow changes 0 power changes 0 metropolis rat: 0.4583333 in 9600 , best: 12.28638 local acceptance ratio: 0.4504505 Current convergence R-1 = 1.0981670E-02 chain steps = 9690 slow changes 0 power changes 0 metropolis rat: 0.4578660 in 9719 , best: 12.28638 local acceptance ratio: 0.4201681 metropolis rat: 0.4578755 in 9828 , best: 12.28638 local acceptance ratio: 0.4587156 Current convergence R-1 = 1.2284033E-02 chain steps = 9883 slow changes 0 power changes 0 metropolis rat: 0.4578847 in 9937 , best: 12.28638 local acceptance ratio: 0.4587156 metropolis rat: 0.4573474 in 10058 , best: 12.28638 local acceptance ratio: 0.4132231 Current convergence R-1 = 1.1851002E-02 chain steps = 10078 slow changes 0 power changes 0 metropolis rat: 0.4578123 in 10157 , best: 12.28638 local acceptance ratio: 0.5050505 Current convergence R-1 = 1.1749468E-02 chain steps = 10271 slow changes 0 power changes 0 metropolis rat: 0.4570206 in 10284 , best: 12.28638 local acceptance ratio: 0.3937008 metropolis rat: 0.4575226 in 10382 , best: 12.28638 local acceptance ratio: 0.5102041 Current convergence R-1 = 1.0827142E-02 chain steps = 10471 slow changes 0 power changes 0 metropolis rat: 0.4573607 in 10495 , best: 12.28638 local acceptance ratio: 0.4424779 metropolis rat: 0.4576335 in 10598 , best: 12.28638 local acceptance ratio: 0.4854369 Current convergence R-1 = 8.1820367E-03 chain steps = 10662 slow changes 0 power changes 0 metropolis rat: 0.4571748 in 10718 , best: 12.28638 local acceptance ratio: 0.4166667 metropolis rat: 0.4570637 in 10830 , best: 12.28638 local acceptance ratio: 0.4464286 Current convergence R-1 = 8.8311238E-03 chain steps = 10861 slow changes 0 power changes 0 metropolis rat: 0.4567044 in 10948 , best: 12.28638 local acceptance ratio: 0.4237288 Current convergence R-1 = 1.0847064E-02 chain steps = 11061 slow changes 0 power changes 0 metropolis rat: 0.4565178 in 11062 , best: 12.28638 local acceptance ratio: 0.4385965 metropolis rat: 0.4560494 in 11183 , best: 12.28638 local acceptance ratio: 0.4132231 Current convergence R-1 = 1.0976536E-02 chain steps = 11259 slow changes 0 power changes 0 metropolis rat: 0.4562367 in 11288 , best: 12.28638 local acceptance ratio: 0.4761905 metropolis rat: 0.4555809 in 11414 , best: 12.28638 local acceptance ratio: 0.3968254 Current convergence R-1 = 1.2288927E-02 chain steps = 11457 slow changes 0 power changes 0 metropolis rat: 0.4555710 in 11524 , best: 12.28638 local acceptance ratio: 0.4545455 metropolis rat: 0.4556396 in 11632 , best: 12.28638 local acceptance ratio: 0.4629630 Current convergence R-1 = 1.1402329E-02 chain steps = 11654 slow changes 0 power changes 0 metropolis rat: 0.4554742 in 11746 , best: 12.28638 local acceptance ratio: 0.4385965 Current convergence R-1 = 1.1340056E-02 chain steps = 11853 slow changes 0 power changes 0 metropolis rat: 0.4555424 in 11854 , best: 12.28638 local acceptance ratio: 0.4629630 metropolis rat: 0.4554952 in 11965 , best: 12.28638 local acceptance ratio: 0.4504505 Current convergence R-1 = 1.1758438E-02 chain steps = 12043 slow changes 0 power changes 0 metropolis rat: 0.4559019 in 12064 , best: 12.28638 local acceptance ratio: 0.5050505 metropolis rat: 0.4557399 in 12178 , best: 12.28638 local acceptance ratio: 0.4385965 Current convergence R-1 = 1.3219899E-02 chain steps = 12239 slow changes 0 power changes 0 metropolis rat: 0.4552476 in 12301 , best: 12.28638 local acceptance ratio: 0.4065041 metropolis rat: 0.4550580 in 12416 , best: 12.28638 local acceptance ratio: 0.4347826 Current convergence R-1 = 1.2610235E-02 chain steps = 12441 slow changes 0 power changes 0 metropolis rat: 0.4551989 in 12522 , best: 12.25931 local acceptance ratio: 0.4716981 metropolis rat: 0.4552653 in 12630 , best: 12.25931 local acceptance ratio: 0.4629630 Current convergence R-1 = 1.3453458E-02 chain steps = 12635 slow changes 0 power changes 0 metropolis rat: 0.4554735 in 12734 , best: 12.25931 local acceptance ratio: 0.4807692 Current convergence R-1 = 1.0298259E-02 chain steps = 12834 slow changes 0 power changes 0 metropolis rat: 0.4555720 in 12841 , best: 12.25931 local acceptance ratio: 0.4672897 metropolis rat: 0.4551064 in 12964 , best: 12.25931 local acceptance ratio: 0.4065041 Current convergence R-1 = 9.3404986E-03 chain steps = 13031 slow changes 0 power changes 0 metropolis rat: 0.4546497 in 13087 , best: 12.25931 local acceptance ratio: 0.4065041 metropolis rat: 0.4537891 in 13222 , best: 12.25931 local acceptance ratio: 0.3703704 Current convergence R-1 = 9.8962132E-03 chain steps = 13230 slow changes 0 power changes 0 metropolis rat: 0.4533193 in 13346 , best: 12.25931 local acceptance ratio: 0.4032258 Current convergence R-1 = 8.4185228E-03 chain steps = 13428 slow changes 0 power changes 0 metropolis rat: 0.4537003 in 13445 , best: 12.25931 local acceptance ratio: 0.5050505 metropolis rat: 0.4539080 in 13549 , best: 12.25931 local acceptance ratio: 0.4807692 Current convergence R-1 = 8.3953878E-03 chain steps = 13626 slow changes 0 power changes 0 metropolis rat: 0.4534816 in 13672 , best: 12.25931 local acceptance ratio: 0.4065041 metropolis rat: 0.4534571 in 13783 , best: 12.25931 local acceptance ratio: 0.4504505 Current convergence R-1 = 8.2410891E-03 chain steps = 13824 slow changes 0 power changes 0 metropolis rat: 0.4536617 in 13887 , best: 12.25931 local acceptance ratio: 0.4807692 metropolis rat: 0.4536687 in 13997 , best: 12.25931 local acceptance ratio: 0.4545455 Current convergence R-1 = 1.0245654E-02 chain steps = 14029 slow changes 0 power changes 0 metropolis rat: 0.4530973 in 14125 , best: 12.25931 local acceptance ratio: 0.3906250 Current convergence R-1 = 1.2423740E-02 chain steps = 14220 slow changes 0 power changes 0 metropolis rat: 0.4529813 in 14239 , best: 12.25931 local acceptance ratio: 0.4385965 metropolis rat: 0.4531827 in 14343 , best: 12.25931 local acceptance ratio: 0.4807692 Current convergence R-1 = 1.1143218E-02 chain steps = 14406 slow changes 0 power changes 0 metropolis rat: 0.4530677 in 14457 , best: 12.25931 local acceptance ratio: 0.4385965 metropolis rat: 0.4527370 in 14578 , best: 12.25931 local acceptance ratio: 0.4132231 Current convergence R-1 = 1.1641570E-02 chain steps = 14599 slow changes 0 power changes 0 metropolis rat: 0.4528430 in 14685 , best: 12.25931 local acceptance ratio: 0.4672897 metropolis rat: 0.4535301 in 14773 , best: 12.25931 local acceptance ratio: 0.5681818 Current convergence R-1 = 1.1640914E-02 chain steps = 14791 slow changes 0 power changes 0 metropolis rat: 0.4541479 in 14863 , best: 12.25931 local acceptance ratio: 0.5555556 metropolis rat: 0.4538780 in 14982 , best: 12.25931 local acceptance ratio: 0.4201681 Current convergence R-1 = 1.1726734E-02 chain steps = 14987 slow changes 0 power changes 0 metropolis rat: 0.4534022 in 15108 , best: 12.25931 local acceptance ratio: 0.3968254 Current convergence R-1 = 1.1425810E-02 chain steps = 15185 slow changes 0 power changes 0 metropolis rat: 0.4537981 in 15205 , best: 12.25931 local acceptance ratio: 0.5154639 metropolis rat: 0.4531820 in 15336 , best: 12.25931 local acceptance ratio: 0.3816794 Current convergence R-1 = 9.5296800E-03 chain steps = 15384 slow changes 0 power changes 0 metropolis rat: 0.4533972 in 15439 , best: 12.25931 local acceptance ratio: 0.4854369 metropolis rat: 0.4534054 in 15549 , best: 12.25931 local acceptance ratio: 0.4545455 Current convergence R-1 = 1.0195122E-02 chain steps = 15576 slow changes 0 power changes 0 metropolis rat: 0.4535872 in 15653 , best: 12.25931 local acceptance ratio: 0.4807692 metropolis rat: 0.4534213 in 15769 , best: 12.25931 local acceptance ratio: 0.4310345 Current convergence R-1 = 9.8562976E-03 chain steps = 15773 slow changes 0 power changes 0 metropolis rat: 0.4535147 in 15876 , best: 12.25931 local acceptance ratio: 0.4672897 Current convergence R-1 = 8.3150119E-03 chain steps = 15970 slow changes 0 power changes 0 metropolis rat: 0.4534935 in 15987 , best: 12.25931 local acceptance ratio: 0.4504505 metropolis rat: 0.4528817 in 16119 , best: 12.25931 local acceptance ratio: 0.3787879 Current convergence R-1 = 8.7741893E-03 chain steps = 16172 slow changes 0 power changes 0 metropolis rat: 0.4528651 in 16230 , best: 12.25931 local acceptance ratio: 0.4504505 metropolis rat: 0.4519360 in 16374 , best: 12.25931 local acceptance ratio: 0.3472222 Current convergence R-1 = 7.8690127E-03 chain steps = 16374 slow changes 0 power changes 0 metropolis rat: 0.4516794 in 16494 , best: 12.25931 local acceptance ratio: 0.4166667 Current convergence R-1 = 8.1825275E-03 chain steps = 16572 slow changes 0 power changes 0 metropolis rat: 0.4511549 in 16624 , best: 12.25931 local acceptance ratio: 0.3846154 metropolis rat: 0.4516090 in 16718 , best: 12.25931 local acceptance ratio: 0.5319149 Current convergence R-1 = 7.3149544E-03 chain steps = 16766 slow changes 0 power changes 0 metropolis rat: 0.4511457 in 16846 , best: 12.25931 local acceptance ratio: 0.3906250 metropolis rat: 0.4511411 in 16957 , best: 12.25931 local acceptance ratio: 0.4504505 Current convergence R-1 = 8.1535401E-03 chain steps = 16962 slow changes 0 power changes 0 metropolis rat: 0.4514276 in 17057 , best: 12.25931 local acceptance ratio: 0.5000000 Current convergence R-1 = 7.0104534E-03 chain steps = 17148 slow changes 0 power changes 0 metropolis rat: 0.4515265 in 17164 , best: 12.25931 local acceptance ratio: 0.4672897 metropolis rat: 0.4511800 in 17288 , best: 12.25931 local acceptance ratio: 0.4032258 Current convergence R-1 = 6.4257714E-03 chain steps = 17343 slow changes 0 power changes 0 metropolis rat: 0.4506573 in 17419 , best: 12.25931 local acceptance ratio: 0.3816794 metropolis rat: 0.4505018 in 17536 , best: 12.25931 local acceptance ratio: 0.4273504 Current convergence R-1 = 7.1482318E-03 chain steps = 17537 slow changes 0 power changes 0 metropolis rat: 0.4500679 in 17664 , best: 12.25931 local acceptance ratio: 0.3906250 Current convergence R-1 = 7.0890072E-03 chain steps = 17734 slow changes 0 power changes 0 metropolis rat: 0.4500450 in 17776 , best: 12.25931 local acceptance ratio: 0.4464286 metropolis rat: 0.4501482 in 17883 , best: 12.25931 local acceptance ratio: 0.4672897 Current convergence R-1 = 8.1585534E-03 chain steps = 17931 slow changes 0 power changes 0 metropolis rat: 0.4495255 in 18019 , best: 12.25931 local acceptance ratio: 0.3676471 Current convergence R-1 = 6.5320339E-03 chain steps = 18128 slow changes 0 power changes 0 metropolis rat: 0.4493577 in 18137 , best: 12.25931 local acceptance ratio: 0.4237288 metropolis rat: 0.4496354 in 18237 , best: 12.25931 local acceptance ratio: 0.5000000 Current convergence R-1 = 7.2737718E-03 chain steps = 18321 slow changes 0 power changes 0 metropolis rat: 0.4492975 in 18362 , best: 12.25931 local acceptance ratio: 0.4000000 metropolis rat: 0.4488913 in 18490 , best: 12.25931 local acceptance ratio: 0.3906250 Current convergence R-1 = 6.2638433E-03 chain steps = 18531 slow changes 0 power changes 0 metropolis rat: 0.4491179 in 18592 , best: 12.25931 local acceptance ratio: 0.4901961 metropolis rat: 0.4488378 in 18715 , best: 12.25931 local acceptance ratio: 0.4065041 Current convergence R-1 = 5.2768919E-03 chain steps = 18733 slow changes 0 power changes 0 metropolis rat: 0.4492291 in 18810 , best: 12.25931 local acceptance ratio: 0.5263158 metropolis rat: 0.4492601 in 18920 , best: 12.25931 local acceptance ratio: 0.4545455 Current convergence R-1 = 4.9189287E-03 chain steps = 18926 slow changes 0 power changes 0 metropolis rat: 0.4487953 in 19051 , best: 12.25931 local acceptance ratio: 0.3816794 Current convergence R-1 = 5.2926163E-03 chain steps = 19123 slow changes 0 power changes 0 metropolis rat: 0.4483370 in 19182 , best: 12.25931 local acceptance ratio: 0.3816794 metropolis rat: 0.4481865 in 19300 , best: 12.25931 local acceptance ratio: 0.4237288 Current convergence R-1 = 5.7616490E-03 chain steps = 19324 slow changes 0 power changes 0 metropolis rat: 0.4486386 in 19392 , best: 12.25931 local acceptance ratio: 0.5434783 metropolis rat: 0.4485569 in 19507 , best: 12.25931 local acceptance ratio: 0.4347826 Current convergence R-1 = 5.4776692E-03 chain steps = 19516 slow changes 0 power changes 0 metropolis rat: 0.4484305 in 19624 , best: 12.25931 local acceptance ratio: 0.4273504 Current convergence R-1 = 6.2253489E-03 chain steps = 19713 slow changes 0 power changes 0 metropolis rat: 0.4482374 in 19744 , best: 12.25931 local acceptance ratio: 0.4166667 metropolis rat: 0.4481144 in 19861 , best: 12.25931 local acceptance ratio: 0.4273504 Current convergence R-1 = 6.6174688E-03 chain steps = 19915 slow changes 0 power changes 0 metropolis rat: 0.4481947 in 19969 , best: 12.25931 local acceptance ratio: 0.4629630 metropolis rat: 0.4486988 in 20058 , best: 12.25931 local acceptance ratio: 0.5617977 Current convergence R-1 = 6.0636941E-03 chain steps = 20106 slow changes 0 power changes 0 metropolis rat: 0.4488419 in 20163 , best: 12.25931 local acceptance ratio: 0.4761905 metropolis rat: 0.4487401 in 20279 , best: 12.25931 local acceptance ratio: 0.4310345 Current convergence R-1 = 6.3625607E-03 chain steps = 20303 slow changes 0 power changes 0 metropolis rat: 0.4490577 in 20376 , best: 12.25931 local acceptance ratio: 0.5154639 metropolis rat: 0.4489557 in 20492 , best: 12.25931 local acceptance ratio: 0.4310345 Current convergence R-1 = 5.4908544E-03 chain steps = 20501 slow changes 0 power changes 0 metropolis rat: 0.4490509 in 20599 , best: 12.25931 local acceptance ratio: 0.4672897 Current convergence R-1 = 5.8849631E-03 chain steps = 20697 slow changes 0 power changes 0 metropolis rat: 0.4491018 in 20708 , best: 12.25931 local acceptance ratio: 0.4587156 metropolis rat: 0.4494760 in 20802 , best: 12.25931 local acceptance ratio: 0.5319149 Current convergence R-1 = 6.0408451E-03 chain steps = 20883 slow changes 0 power changes 0 metropolis rat: 0.4498038 in 20898 , best: 12.25931 local acceptance ratio: 0.5208333 metropolis rat: 0.4496574 in 21016 , best: 12.25931 local acceptance ratio: 0.4237288 Current convergence R-1 = 5.5003115E-03 chain steps = 21083 slow changes 0 power changes 0 metropolis rat: 0.4493425 in 21142 , best: 12.25931 local acceptance ratio: 0.3968254 metropolis rat: 0.4492004 in 21260 , best: 12.25931 local acceptance ratio: 0.4237288 Current convergence R-1 = 5.9215450E-03 chain steps = 21282 slow changes 0 power changes 0 metropolis rat: 0.4492700 in 21368 , best: 12.25931 local acceptance ratio: 0.4629630 Current convergence R-1 = 6.1806245E-03 chain steps = 21476 slow changes 0 power changes 0 metropolis rat: 0.4493179 in 21477 , best: 12.25931 local acceptance ratio: 0.4587156 metropolis rat: 0.4494694 in 21581 , best: 12.25931 local acceptance ratio: 0.4807692 Current convergence R-1 = 6.8928115E-03 chain steps = 21667 slow changes 0 power changes 0 metropolis rat: 0.4495366 in 21689 , best: 12.25931 local acceptance ratio: 0.4629630 metropolis rat: 0.4498508 in 21785 , best: 12.25931 local acceptance ratio: 0.5208333 Current convergence R-1 = 6.5481686E-03 chain steps = 21856 slow changes 0 power changes 0 metropolis rat: 0.4498333 in 21897 , best: 12.25931 local acceptance ratio: 0.4464286 metropolis rat: 0.4501842 in 21991 , best: 12.25931 local acceptance ratio: 0.5319149 Current convergence R-1 = 6.7168041E-03 chain steps = 22055 slow changes 0 power changes 0 metropolis rat: 0.4503078 in 22096 , best: 12.25931 local acceptance ratio: 0.4761905 metropolis rat: 0.4503490 in 22205 , best: 12.25931 local acceptance ratio: 0.4587156 Current convergence R-1 = 6.3800835E-03 chain steps = 22247 slow changes 0 power changes 0 metropolis rat: 0.4506120 in 22303 , best: 12.25931 local acceptance ratio: 0.5102041 metropolis rat: 0.4500290 in 22443 , best: 12.25931 local acceptance ratio: 0.3571429 Current convergence R-1 = 5.6906124E-03 chain steps = 22453 slow changes 0 power changes 0 metropolis rat: 0.4497718 in 22567 , best: 12.25931 local acceptance ratio: 0.4032258 Current convergence R-1 = 5.8046640E-03 chain steps = 22661 slow changes 0 power changes 0 metropolis rat: 0.4495372 in 22690 , best: 12.25931 local acceptance ratio: 0.4065041 metropolis rat: 0.4494826 in 22804 , best: 12.25931 local acceptance ratio: 0.4385965 Current convergence R-1 = 5.4770117E-03 chain steps = 22853 slow changes 0 power changes 0 metropolis rat: 0.4495461 in 22912 , best: 12.25931 local acceptance ratio: 0.4629630 metropolis rat: 0.4493163 in 23035 , best: 12.25931 local acceptance ratio: 0.4065041 Current convergence R-1 = 7.0986692E-03 chain steps = 23051 slow changes 0 power changes 0 metropolis rat: 0.4493800 in 23143 , best: 12.25931 local acceptance ratio: 0.4629630 Current convergence R-1 = 7.0061986E-03 chain steps = 23243 slow changes 0 power changes 0 metropolis rat: 0.4494817 in 23249 , best: 12.25931 local acceptance ratio: 0.4716981 metropolis rat: 0.4495248 in 23358 , best: 12.25931 local acceptance ratio: 0.4587156 Current convergence R-1 = 6.7727398E-03 chain steps = 23438 slow changes 0 power changes 0 metropolis rat: 0.4493760 in 23477 , best: 12.25931 local acceptance ratio: 0.4201681 metropolis rat: 0.4487912 in 23619 , best: 12.25931 local acceptance ratio: 0.3521127 Current convergence R-1 = 7.4923197E-03 chain steps = 23641 slow changes 0 power changes 0 metropolis rat: 0.4487990 in 23730 , best: 12.25931 local acceptance ratio: 0.4504505 Current convergence R-1 = 7.6894173E-03 chain steps = 23837 slow changes 0 power changes 0 metropolis rat: 0.4486373 in 23850 , best: 12.25931 local acceptance ratio: 0.4166667 metropolis rat: 0.4485708 in 23965 , best: 12.25931 local acceptance ratio: 0.4347826 Current convergence R-1 = 6.5189581E-03 chain steps = 24031 slow changes 0 power changes 0 metropolis rat: 0.4488218 in 24063 , best: 12.25931 local acceptance ratio: 0.5102041 metropolis rat: 0.4484397 in 24195 , best: 12.25931 local acceptance ratio: 0.3787879 Current convergence R-1 = 7.4900202E-03 chain steps = 24235 slow changes 0 power changes 0 metropolis rat: 0.4487813 in 24288 , best: 12.25931 local acceptance ratio: 0.5376344 Current convergence R-1 = 6.5322258E-03 chain steps = 24435 slow changes 0 power changes 0 metropolis rat: 0.4480360 in 24440 , best: 12.25931 local acceptance ratio: 0.3289474 metropolis rat: 0.4479922 in 24554 , best: 12.25931 local acceptance ratio: 0.4385965 Current convergence R-1 = 5.9810565E-03 chain steps = 24631 slow changes 0 power changes 0 metropolis rat: 0.4478761 in 24672 , best: 12.25931 local acceptance ratio: 0.4237288 metropolis rat: 0.4477612 in 24790 , best: 12.25931 local acceptance ratio: 0.4237288 Current convergence R-1 = 6.3027553E-03 chain steps = 24830 slow changes 0 power changes 0 metropolis rat: 0.4478991 in 24894 , best: 12.25931 local acceptance ratio: 0.4807692 metropolis rat: 0.4481434 in 24992 , best: 12.25931 local acceptance ratio: 0.5102041 Current convergence R-1 = 6.4629260E-03 chain steps = 25021 slow changes 0 power changes 0 metropolis rat: 0.4478681 in 25119 , best: 12.25931 local acceptance ratio: 0.3937008 Current convergence R-1 = 5.7644588E-03 chain steps = 25215 slow changes 0 power changes 0 metropolis rat: 0.4478085 in 25234 , best: 12.25931 local acceptance ratio: 0.4347826 metropolis rat: 0.4479084 in 25340 , best: 12.25931 local acceptance ratio: 0.4716981 Current convergence R-1 = 5.3307614E-03 chain steps = 25412 slow changes 0 power changes 0 metropolis rat: 0.4480780 in 25442 , best: 12.25931 local acceptance ratio: 0.4901961 metropolis rat: 0.4480708 in 25554 , best: 12.25931 local acceptance ratio: 0.4464286 Current convergence R-1 = 5.4641534E-03 chain steps = 25605 slow changes 0 power changes 0 metropolis rat: 0.4480461 in 25667 , best: 12.25931 local acceptance ratio: 0.4424779 metropolis rat: 0.4481260 in 25774 , best: 12.25931 local acceptance ratio: 0.4672897 Current convergence R-1 = 5.5027264E-03 chain steps = 25804 slow changes 0 power changes 0 metropolis rat: 0.4481879 in 25882 , best: 12.25931 local acceptance ratio: 0.4629630 Current convergence R-1 = 5.6117135E-03 chain steps = 26009 slow changes 0 power changes 0 metropolis rat: 0.4478874 in 26011 , best: 12.25931 local acceptance ratio: 0.3875969 metropolis rat: 0.4477441 in 26131 , best: 12.25931 local acceptance ratio: 0.4166667 Current convergence R-1 = 5.9139063E-03 chain steps = 26202 slow changes 0 power changes 0 metropolis rat: 0.4476531 in 26248 , best: 12.25931 local acceptance ratio: 0.4273504 metropolis rat: 0.4476480 in 26360 , best: 12.25931 local acceptance ratio: 0.4464286 Current convergence R-1 = 5.7433718E-03 chain steps = 26398 slow changes 0 power changes 0 metropolis rat: 0.4476766 in 26470 , best: 12.25931 local acceptance ratio: 0.4545455 metropolis rat: 0.4475198 in 26591 , best: 12.25931 local acceptance ratio: 0.4132231 Current convergence R-1 = 5.7808040E-03 chain steps = 26596 slow changes 0 power changes 0 metropolis rat: 0.4472138 in 26721 , best: 12.25931 local acceptance ratio: 0.3846154 Current convergence R-1 = 5.8536083E-03 chain steps = 26794 slow changes 0 power changes 0 metropolis rat: 0.4471605 in 26836 , best: 12.25931 local acceptance ratio: 0.4347826 metropolis rat: 0.4472903 in 26940 , best: 12.25931 local acceptance ratio: 0.4807692 Current convergence R-1 = 5.0916206E-03 chain steps = 26991 slow changes 0 power changes 0 metropolis rat: 0.4466593 in 27090 , best: 12.25931 local acceptance ratio: 0.3333333 Current convergence R-1 = 5.1140841E-03 chain steps = 27183 slow changes 0 power changes 0 metropolis rat: 0.4469048 in 27187 , best: 12.25931 local acceptance ratio: 0.5154639 metropolis rat: 0.4470502 in 27290 , best: 12.25931 local acceptance ratio: 0.4854369 Current convergence R-1 = 4.5782845E-03 chain steps = 27379 slow changes 0 power changes 0 metropolis rat: 0.4469009 in 27411 , best: 12.25931 local acceptance ratio: 0.4132231 metropolis rat: 0.4468502 in 27526 , best: 12.25931 local acceptance ratio: 0.4347826 Current convergence R-1 = 5.1140655E-03 chain steps = 27583 slow changes 0 power changes 0 metropolis rat: 0.4470750 in 27624 , best: 12.25931 local acceptance ratio: 0.5102041 metropolis rat: 0.4473143 in 27721 , best: 12.25931 local acceptance ratio: 0.5154639 Current convergence R-1 = 4.9910937E-03 chain steps = 27768 slow changes 0 power changes 0 metropolis rat: 0.4474393 in 27825 , best: 12.25931 local acceptance ratio: 0.4807692 metropolis rat: 0.4475955 in 27927 , best: 12.25931 local acceptance ratio: 0.4901961 Current convergence R-1 = 5.2785445E-03 chain steps = 27964 slow changes 0 power changes 0 metropolis rat: 0.4472878 in 28058 , best: 12.25931 local acceptance ratio: 0.3816794 Current convergence R-1 = 5.0644148E-03 chain steps = 28172 slow changes 0 power changes 0 metropolis rat: 0.4470463 in 28185 , best: 12.25931 local acceptance ratio: 0.3937008 metropolis rat: 0.4471703 in 28289 , best: 12.25931 local acceptance ratio: 0.4807692 Current convergence R-1 = 5.0002891E-03 chain steps = 28365 slow changes 0 power changes 0 metropolis rat: 0.4472776 in 28394 , best: 12.25931 local acceptance ratio: 0.4761905 metropolis rat: 0.4472743 in 28506 , best: 12.25931 local acceptance ratio: 0.4464286 Current convergence R-1 = 5.2802572E-03 chain steps = 28556 slow changes 0 power changes 0 metropolis rat: 0.4474429 in 28607 , best: 12.25931 local acceptance ratio: 0.4950495 metropolis rat: 0.4476104 in 28708 , best: 12.25931 local acceptance ratio: 0.4950495 Current convergence R-1 = 5.0622001E-03 chain steps = 28749 slow changes 0 power changes 0 metropolis rat: 0.4475592 in 28823 , best: 12.25931 local acceptance ratio: 0.4347826 Current convergence R-1 = 5.4611377E-03 chain steps = 28944 slow changes 0 power changes 0 metropolis rat: 0.4473693 in 28947 , best: 12.25931 local acceptance ratio: 0.4032258 metropolis rat: 0.4473965 in 29057 , best: 12.25931 local acceptance ratio: 0.4545455 Current convergence R-1 = 5.3831991E-03 chain steps = 29146 slow changes 0 power changes 0 metropolis rat: 0.4474695 in 29164 , best: 12.25931 local acceptance ratio: 0.4672897 metropolis rat: 0.4475878 in 29268 , best: 12.25931 local acceptance ratio: 0.4807692 Current convergence R-1 = 5.6691822E-03 chain steps = 29344 slow changes 0 power changes 0 metropolis rat: 0.4476901 in 29373 , best: 12.25931 local acceptance ratio: 0.4761905 metropolis rat: 0.4475790 in 29492 , best: 12.25931 local acceptance ratio: 0.4201681 Current convergence R-1 = 6.0417601E-03 chain steps = 29547 slow changes 0 power changes 0 metropolis rat: 0.4474688 in 29611 , best: 12.25931 local acceptance ratio: 0.4201681 metropolis rat: 0.4471340 in 29745 , best: 12.25931 local acceptance ratio: 0.3731343 Current convergence R-1 = 6.0357992E-03 chain steps = 29752 slow changes 0 power changes 0 metropolis rat: 0.4469816 in 29867 , best: 12.25931 local acceptance ratio: 0.4098361 Current convergence R-1 = 5.9230947E-03 chain steps = 29939 slow changes 0 power changes 0 metropolis rat: 0.4473227 in 29956 , best: 12.25931 local acceptance ratio: 0.5617977 metropolis rat: 0.4474236 in 30061 , best: 12.25931 local acceptance ratio: 0.4761905 Current convergence R-1 = 5.1550972E-03 chain steps = 30137 slow changes 0 power changes 0 metropolis rat: 0.4475830 in 30162 , best: 12.25931 local acceptance ratio: 0.4950495 metropolis rat: 0.4476084 in 30272 , best: 12.25931 local acceptance ratio: 0.4545455 Current convergence R-1 = 4.7241389E-03 chain steps = 30321 slow changes 0 power changes 0 metropolis rat: 0.4478546 in 30367 , best: 12.25931 local acceptance ratio: 0.5263158 metropolis rat: 0.4479081 in 30475 , best: 12.25931 local acceptance ratio: 0.4629630 Current convergence R-1 = 4.0075928E-03 chain steps = 30511 slow changes 0 power changes 0 metropolis rat: 0.4479027 in 30587 , best: 12.25931 local acceptance ratio: 0.4464286 metropolis rat: 0.4480287 in 30690 , best: 12.25931 local acceptance ratio: 0.4854369 Current convergence R-1 = 4.4020433E-03 chain steps = 30709 slow changes 0 power changes 0 metropolis rat: 0.4482411 in 30787 , best: 12.25931 local acceptance ratio: 0.5154639 metropolis rat: 0.4481620 in 30904 , best: 12.25931 local acceptance ratio: 0.4273504 Current convergence R-1 = 4.3400419E-03 chain steps = 30904 slow changes 0 power changes 0 metropolis rat: 0.4484305 in 30997 , best: 12.25931 local acceptance ratio: 0.5376344 Current convergence R-1 = 4.6717729E-03 chain steps = 31094 slow changes 0 power changes 0 metropolis rat: 0.4484665 in 31106 , best: 12.25931 local acceptance ratio: 0.4587156 metropolis rat: 0.4484448 in 31219 , best: 12.25931 local acceptance ratio: 0.4424779 Current convergence R-1 = 4.6503767E-03 chain steps = 31294 slow changes 0 power changes 0 metropolis rat: 0.4482803 in 31342 , best: 12.25931 local acceptance ratio: 0.4065041 metropolis rat: 0.4480600 in 31469 , best: 12.25931 local acceptance ratio: 0.3937008 Current convergence R-1 = 4.6381424E-03 chain steps = 31498 slow changes 0 power changes 0 metropolis rat: 0.4478557 in 31595 , best: 12.25931 local acceptance ratio: 0.3968254 Current convergence R-1 = 4.3644626E-03 chain steps = 31695 slow changes 0 power changes 0 metropolis rat: 0.4476812 in 31719 , best: 12.25931 local acceptance ratio: 0.4032258 metropolis rat: 0.4476768 in 31831 , best: 12.25931 local acceptance ratio: 0.4464286 Current convergence R-1 = 4.2894133E-03 chain steps = 31900 slow changes 0 power changes 0 metropolis rat: 0.4473223 in 31968 , best: 12.25931 local acceptance ratio: 0.3649635 metropolis rat: 0.4473611 in 32077 , best: 12.25931 local acceptance ratio: 0.4587156 Current convergence R-1 = 4.4920226E-03 chain steps = 32100 slow changes 0 power changes 0 metropolis rat: 0.4473578 in 32189 , best: 12.25931 local acceptance ratio: 0.4464286 Current convergence R-1 = 4.6194000E-03 chain steps = 32300 slow changes 0 power changes 0 metropolis rat: 0.4472992 in 32305 , best: 12.25931 local acceptance ratio: 0.4310345 metropolis rat: 0.4472548 in 32420 , best: 12.25931 local acceptance ratio: 0.4347826 Current convergence R-1 = 4.2143911E-03 chain steps = 32499 slow changes 0 power changes 0 metropolis rat: 0.4471420 in 32540 , best: 12.25931 local acceptance ratio: 0.4166667 metropolis rat: 0.4471259 in 32653 , best: 12.25931 local acceptance ratio: 0.4424779 Current convergence R-1 = 4.0411772E-03 chain steps = 32692 slow changes 0 power changes 0 metropolis rat: 0.4473282 in 32750 , best: 12.25931 local acceptance ratio: 0.5154639 metropolis rat: 0.4473388 in 32861 , best: 12.25931 local acceptance ratio: 0.4504505 Current convergence R-1 = 4.0033734E-03 chain steps = 32884 slow changes 0 power changes 0 metropolis rat: 0.4471730 in 32985 , best: 12.25931 local acceptance ratio: 0.4032258 Current convergence R-1 = 4.0459805E-03 chain steps = 33078 slow changes 0 power changes 0 metropolis rat: 0.4473326 in 33085 , best: 12.25931 local acceptance ratio: 0.5000000 metropolis rat: 0.4474778 in 33186 , best: 12.25931 local acceptance ratio: 0.4950495 Current convergence R-1 = 3.8374958E-03 chain steps = 33269 slow changes 0 power changes 0 metropolis rat: 0.4474340 in 33301 , best: 12.25931 local acceptance ratio: 0.4347826 metropolis rat: 0.4475244 in 33406 , best: 12.25931 local acceptance ratio: 0.4761905 Current convergence R-1 = 4.2327098E-03 chain steps = 33471 slow changes 0 power changes 0 metropolis rat: 0.4475074 in 33519 , best: 12.25931 local acceptance ratio: 0.4424779 metropolis rat: 0.4474107 in 33638 , best: 12.25931 local acceptance ratio: 0.4201681 Current convergence R-1 = 4.0990259E-03 chain steps = 33673 slow changes 0 power changes 0 metropolis rat: 0.4476196 in 33734 , best: 12.25931 local acceptance ratio: 0.5208333 metropolis rat: 0.4474702 in 33857 , best: 12.25931 local acceptance ratio: 0.4065041 Current convergence R-1 = 3.5889985E-03 chain steps = 33877 slow changes 0 power changes 0 metropolis rat: 0.4473220 in 33980 , best: 12.25931 local acceptance ratio: 0.4065041 Current convergence R-1 = 3.9847749E-03 chain steps = 34086 slow changes 0 power changes 0 metropolis rat: 0.4471878 in 34102 , best: 12.25931 local acceptance ratio: 0.4098361 metropolis rat: 0.4471070 in 34220 , best: 12.25931 local acceptance ratio: 0.4237288 Current convergence R-1 = 3.6033434E-03 chain steps = 34283 slow changes 0 power changes 0 metropolis rat: 0.4471308 in 34330 , best: 12.25931 local acceptance ratio: 0.4545455 metropolis rat: 0.4470766 in 34446 , best: 12.25931 local acceptance ratio: 0.4310345 Current convergence R-1 = 3.7139549E-03 chain steps = 34466 slow changes 0 power changes 0 metropolis rat: 0.4472427 in 34545 , best: 12.25931 local acceptance ratio: 0.5050505 metropolis rat: 0.4475113 in 34636 , best: 12.25931 local acceptance ratio: 0.5494506 Current convergence R-1 = 3.7586074E-03 chain steps = 34655 slow changes 0 power changes 0 metropolis rat: 0.4474176 in 34755 , best: 12.25931 local acceptance ratio: 0.4201681 Current convergence R-1 = 4.1699363E-03 chain steps = 34851 slow changes 0 power changes 0 metropolis rat: 0.4475300 in 34858 , best: 12.25931 local acceptance ratio: 0.4854369 metropolis rat: 0.4473857 in 34981 , best: 12.25931 local acceptance ratio: 0.4065041 Current convergence R-1 = 4.0675350E-03 chain steps = 35044 slow changes 0 power changes 0 metropolis rat: 0.4474464 in 35088 , best: 12.25931 local acceptance ratio: 0.4672897 metropolis rat: 0.4475068 in 35195 , best: 12.25931 local acceptance ratio: 0.4672897 Current convergence R-1 = 3.7574868E-03 chain steps = 35237 slow changes 0 power changes 0 metropolis rat: 0.4474273 in 35313 , best: 12.25931 local acceptance ratio: 0.4237288 metropolis rat: 0.4474494 in 35423 , best: 12.25931 local acceptance ratio: 0.4545455 Current convergence R-1 = 3.9195060E-03 chain steps = 35426 slow changes 0 power changes 0 metropolis rat: 0.4474840 in 35532 , best: 12.25931 local acceptance ratio: 0.4587156 Current convergence R-1 = 3.6527768E-03 chain steps = 35620 slow changes 0 power changes 0 metropolis rat: 0.4473677 in 35653 , best: 12.25931 local acceptance ratio: 0.4132231 metropolis rat: 0.4474523 in 35758 , best: 12.25931 local acceptance ratio: 0.4761905 Current convergence R-1 = 3.5576068E-03 chain steps = 35813 slow changes 0 power changes 0 metropolis rat: 0.4475614 in 35861 , best: 12.25931 local acceptance ratio: 0.4854369 metropolis rat: 0.4478442 in 35950 , best: 12.25931 local acceptance ratio: 0.5617977 Current convergence R-1 = 4.1449578E-03 chain steps = 36002 slow changes 0 power changes 0 metropolis rat: 0.4478150 in 36064 , best: 12.25931 local acceptance ratio: 0.4385965 metropolis rat: 0.4476993 in 36185 , best: 12.25931 local acceptance ratio: 0.4132231 Current convergence R-1 = 3.7687053E-03 chain steps = 36206 slow changes 0 power changes 0 metropolis rat: 0.4474981 in 36313 , best: 12.25931 local acceptance ratio: 0.3906250 Current convergence R-1 = 3.1713222E-03 chain steps = 36409 slow changes 0 power changes 0 metropolis rat: 0.4472615 in 36444 , best: 12.25931 local acceptance ratio: 0.3816794 metropolis rat: 0.4472712 in 36555 , best: 12.25931 local acceptance ratio: 0.4504505 Current convergence R-1 = 3.3175964E-03 chain steps = 36602 slow changes 0 power changes 0 metropolis rat: 0.4471711 in 36675 , best: 12.25931 local acceptance ratio: 0.4166667 metropolis rat: 0.4470109 in 36800 , best: 12.25931 local acceptance ratio: 0.4000000 Current convergence R-1 = 3.8489734E-03 chain steps = 36800 slow changes 0 power changes 0 metropolis rat: 0.4470575 in 36908 , best: 12.25931 local acceptance ratio: 0.4629630 Current convergence R-1 = 4.1092588E-03 chain steps = 37003 slow changes 0 power changes 0 metropolis rat: 0.4469108 in 37032 , best: 12.25931 local acceptance ratio: 0.4032258 metropolis rat: 0.4468011 in 37153 , best: 12.25931 local acceptance ratio: 0.4132231 Current convergence R-1 = 4.2958106E-03 chain steps = 37205 slow changes 0 power changes 0 metropolis rat: 0.4467880 in 37266 , best: 12.25931 local acceptance ratio: 0.4424779 metropolis rat: 0.4469184 in 37367 , best: 12.25931 local acceptance ratio: 0.4950495 Current convergence R-1 = 4.3886737E-03 chain steps = 37400 slow changes 0 power changes 0 metropolis rat: 0.4468812 in 37482 , best: 12.25931 local acceptance ratio: 0.4347826 metropolis rat: 0.4470225 in 37582 , best: 12.25931 local acceptance ratio: 0.5000000 Current convergence R-1 = 4.2443387E-03 chain steps = 37600 slow changes 0 power changes 0 metropolis rat: 0.4469140 in 37703 , best: 12.25931 local acceptance ratio: 0.4132231 Current convergence R-1 = 4.0490357E-03 chain steps = 37803 slow changes 0 power changes 0 metropolis rat: 0.4467590 in 37828 , best: 12.25931 local acceptance ratio: 0.4000000 metropolis rat: 0.4466168 in 37952 , best: 12.25931 local acceptance ratio: 0.4032258 Current convergence R-1 = 4.4216453E-03 chain steps = 37996 slow changes 0 power changes 0 metropolis rat: 0.4466984 in 38057 , best: 12.25931 local acceptance ratio: 0.4761905 metropolis rat: 0.4467093 in 38168 , best: 12.25931 local acceptance ratio: 0.4504505 Current convergence R-1 = 4.4537182E-03 chain steps = 38189 slow changes 0 power changes 0 metropolis rat: 0.4468719 in 38266 , best: 12.25931 local acceptance ratio: 0.5102041 metropolis rat: 0.4467542 in 38388 , best: 12.25931 local acceptance ratio: 0.4098361 Current convergence R-1 = 4.3753209E-03 chain steps = 38391 slow changes 0 power changes 0 metropolis rat: 0.4466141 in 38512 , best: 12.25931 local acceptance ratio: 0.4032258 Current convergence R-1 = 4.4418983E-03 chain steps = 38590 slow changes 0 power changes 0 metropolis rat: 0.4463824 in 38644 , best: 12.25931 local acceptance ratio: 0.3787879 metropolis rat: 0.4464516 in 38750 , best: 12.25931 local acceptance ratio: 0.4716981 Current convergence R-1 = 4.7095600E-03 chain steps = 38777 slow changes 0 power changes 0 metropolis rat: 0.4466124 in 38848 , best: 12.25931 local acceptance ratio: 0.5102041 metropolis rat: 0.4466578 in 38956 , best: 12.25931 local acceptance ratio: 0.4629630 Current convergence R-1 = 5.1568374E-03 chain steps = 38973 slow changes 0 power changes 0 metropolis rat: 0.4465657 in 39076 , best: 12.25931 local acceptance ratio: 0.4166667 Current convergence R-1 = 5.0065937E-03 chain steps = 39164 slow changes 0 power changes 0 metropolis rat: 0.4467819 in 39169 , best: 12.25931 local acceptance ratio: 0.5376344 metropolis rat: 0.4468036 in 39279 , best: 12.25931 local acceptance ratio: 0.4545455 Current convergence R-1 = 4.8814961E-03 chain steps = 39355 slow changes 0 power changes 0 metropolis rat: 0.4470182 in 39372 , best: 12.25931 local acceptance ratio: 0.5376344 metropolis rat: 0.4467224 in 39510 , best: 12.25931 local acceptance ratio: 0.3623188 Current convergence R-1 = 4.6343063E-03 chain steps = 39552 slow changes 0 power changes 0 metropolis rat: 0.4467892 in 39616 , best: 12.25931 local acceptance ratio: 0.4716981 metropolis rat: 0.4468444 in 39723 , best: 12.25931 local acceptance ratio: 0.4672897 Current convergence R-1 = 4.8379800E-03 chain steps = 39743 slow changes 0 power changes 0 metropolis rat: 0.4468096 in 39838 , best: 12.25931 local acceptance ratio: 0.4347826 metropolis rat: 0.4469875 in 39934 , best: 12.25931 local acceptance ratio: 0.5208333 Current convergence R-1 = 4.7053471E-03 chain steps = 39934 slow changes 0 power changes 0 metropolis rat: 0.4468967 in 40054 , best: 12.25931 local acceptance ratio: 0.4166667 Current convergence R-1 = 5.1252940E-03 chain steps = 40130 slow changes 0 power changes 0 metropolis rat: 0.4465952 in 40193 , best: 12.25931 local acceptance ratio: 0.3597122 metropolis rat: 0.4465504 in 40309 , best: 12.25931 local acceptance ratio: 0.4310345 Current convergence R-1 = 5.0024991E-03 chain steps = 40325 slow changes 0 power changes 0 metropolis rat: 0.4465280 in 40423 , best: 12.25931 local acceptance ratio: 0.4385965 Current convergence R-1 = 4.6975841E-03 chain steps = 40516 slow changes 0 power changes 0 metropolis rat: 0.4466709 in 40522 , best: 12.25931 local acceptance ratio: 0.5050505 metropolis rat: 0.4467033 in 40631 , best: 12.25931 local acceptance ratio: 0.4587156 Current convergence R-1 = 4.3754680E-03 chain steps = 40718 slow changes 0 power changes 0 metropolis rat: 0.4467135 in 40742 , best: 12.25931 local acceptance ratio: 0.4504505 metropolis rat: 0.4467674 in 40849 , best: 12.25931 local acceptance ratio: 0.4672897 Current convergence R-1 = 4.9168710E-03 chain steps = 40908 slow changes 0 power changes 0 metropolis rat: 0.4467992 in 40958 , best: 12.25931 local acceptance ratio: 0.4587156 metropolis rat: 0.4466785 in 41081 , best: 12.25931 local acceptance ratio: 0.4065041 Current convergence R-1 = 5.0198426E-03 chain steps = 41107 slow changes 0 power changes 0 metropolis rat: 0.4464177 in 41217 , best: 12.25931 local acceptance ratio: 0.3676471 Current convergence R-1 = 5.0857728E-03 chain steps = 41305 slow changes 0 power changes 0 metropolis rat: 0.4463098 in 41339 , best: 12.25931 local acceptance ratio: 0.4098361 metropolis rat: 0.4461271 in 41468 , best: 12.25931 local acceptance ratio: 0.3875969 Current convergence R-1 = 5.0385497E-03 chain steps = 41502 slow changes 0 power changes 0 metropolis rat: 0.4461172 in 41581 , best: 12.25931 local acceptance ratio: 0.4424779 metropolis rat: 0.4461074 in 41694 , best: 12.25931 local acceptance ratio: 0.4424779 Current convergence R-1 = 5.1839994E-03 chain steps = 41709 slow changes 0 power changes 0 metropolis rat: 0.4460229 in 41814 , best: 12.25931 local acceptance ratio: 0.4166667 Current convergence R-1 = 5.5508036E-03 chain steps = 41911 slow changes 0 power changes 0 metropolis rat: 0.4461091 in 41918 , best: 12.25931 local acceptance ratio: 0.4807692 metropolis rat: 0.4460993 in 42031 , best: 12.25931 local acceptance ratio: 0.4424779 Current convergence R-1 = 5.2570272E-03 chain steps = 42103 slow changes 0 power changes 0 metropolis rat: 0.4459203 in 42160 , best: 12.25931 local acceptance ratio: 0.3875969 metropolis rat: 0.4460377 in 42261 , best: 12.25931 local acceptance ratio: 0.4950495 Current convergence R-1 = 5.0280411E-03 chain steps = 42297 slow changes 0 power changes 0 metropolis rat: 0.4461019 in 42367 , best: 12.25931 local acceptance ratio: 0.4716981 metropolis rat: 0.4460398 in 42485 , best: 12.25931 local acceptance ratio: 0.4237288 Current convergence R-1 = 4.9292385E-03 chain steps = 42494 slow changes 0 power changes 0 metropolis rat: 0.4456224 in 42637 , best: 12.25931 local acceptance ratio: 0.3289474 Current convergence R-1 = 4.6460000E-03 chain steps = 42700 slow changes 0 power changes 0 metropolis rat: 0.4454682 in 42764 , best: 12.25931 local acceptance ratio: 0.3937008 metropolis rat: 0.4454914 in 42874 , best: 12.25931 local acceptance ratio: 0.4545455 Current convergence R-1 = 4.7492036E-03 chain steps = 42897 slow changes 0 power changes 0 metropolis rat: 0.4454213 in 42993 , best: 12.25931 local acceptance ratio: 0.4201681 Current convergence R-1 = 4.7261729E-03 chain steps = 43095 slow changes 0 power changes 0 metropolis rat: 0.4453826 in 43109 , best: 12.25931 local acceptance ratio: 0.4310345 metropolis rat: 0.4453647 in 43223 , best: 12.25931 local acceptance ratio: 0.4385965 Current convergence R-1 = 4.5393668E-03 chain steps = 43296 slow changes 0 power changes 0 metropolis rat: 0.4453058 in 43341 , best: 12.25931 local acceptance ratio: 0.4237288 metropolis rat: 0.4454522 in 43439 , best: 12.25931 local acceptance ratio: 0.5102041 Current convergence R-1 = 4.4200891E-03 chain steps = 43485 slow changes 0 power changes 0 metropolis rat: 0.4454547 in 43551 , best: 12.25931 local acceptance ratio: 0.4464286 metropolis rat: 0.4454981 in 43659 , best: 12.25931 local acceptance ratio: 0.4629630 Current convergence R-1 = 4.7037988E-03 chain steps = 43681 slow changes 0 power changes 0 metropolis rat: 0.4453580 in 43785 , best: 12.25931 local acceptance ratio: 0.3968254 Current convergence R-1 = 5.0147353E-03 chain steps = 43887 slow changes 0 power changes 0 metropolis rat: 0.4453202 in 43901 , best: 12.25931 local acceptance ratio: 0.4310345 metropolis rat: 0.4453736 in 44008 , best: 12.25931 local acceptance ratio: 0.4672897 Current convergence R-1 = 4.8643895E-03 chain steps = 44085 slow changes 0 power changes 0 metropolis rat: 0.4454166 in 44116 , best: 12.25931 local acceptance ratio: 0.4629630 metropolis rat: 0.4454192 in 44228 , best: 12.25931 local acceptance ratio: 0.4464286 Current convergence R-1 = 5.2828114E-03 chain steps = 44280 slow changes 0 power changes 0 metropolis rat: 0.4452611 in 44356 , best: 12.25931 local acceptance ratio: 0.3906250 metropolis rat: 0.4453341 in 44461 , best: 12.25931 local acceptance ratio: 0.4761905 Current convergence R-1 = 5.1612849E-03 chain steps = 44479 slow changes 0 power changes 0 metropolis rat: 0.4452470 in 44582 , best: 12.25931 local acceptance ratio: 0.4132231 Current convergence R-1 = 4.9005183E-03 chain steps = 44677 slow changes 0 power changes 0 metropolis rat: 0.4454094 in 44678 , best: 12.25931 local acceptance ratio: 0.5208333 metropolis rat: 0.4453721 in 44794 , best: 12.25931 local acceptance ratio: 0.4310345 Current convergence R-1 = 4.7698277E-03 chain steps = 44872 slow changes 0 power changes 0 metropolis rat: 0.4453847 in 44905 , best: 12.25931 local acceptance ratio: 0.4504505 metropolis rat: 0.4453576 in 45020 , best: 12.25931 local acceptance ratio: 0.4347826 Current convergence R-1 = 4.3907734E-03 chain steps = 45065 slow changes 0 power changes 0 metropolis rat: 0.4452024 in 45148 , best: 12.25931 local acceptance ratio: 0.3906250 metropolis rat: 0.4451858 in 45262 , best: 12.25931 local acceptance ratio: 0.4385965 Current convergence R-1 = 4.4266847E-03 chain steps = 45263 slow changes 0 power changes 0 metropolis rat: 0.4451006 in 45383 , best: 12.25931 local acceptance ratio: 0.4132231 Current convergence R-1 = 4.4767964E-03 chain steps = 45464 slow changes 0 power changes 0 metropolis rat: 0.4452800 in 45477 , best: 12.25931 local acceptance ratio: 0.5319149 metropolis rat: 0.4452633 in 45591 , best: 12.25931 local acceptance ratio: 0.4385965 Current convergence R-1 = 4.5785503E-03 chain steps = 45663 slow changes 0 power changes 0 metropolis rat: 0.4453636 in 45693 , best: 12.25931 local acceptance ratio: 0.4901961 metropolis rat: 0.4453371 in 45808 , best: 12.25931 local acceptance ratio: 0.4347826 Current convergence R-1 = 4.2676190E-03 chain steps = 45858 slow changes 0 power changes 0 metropolis rat: 0.4451749 in 45937 , best: 12.25931 local acceptance ratio: 0.3875969 metropolis rat: 0.4453230 in 46034 , best: 12.25931 local acceptance ratio: 0.5154639 Current convergence R-1 = 4.1810721E-03 chain steps = 46052 slow changes 0 power changes 0 metropolis rat: 0.4453933 in 46139 , best: 12.25931 local acceptance ratio: 0.4761905 Current convergence R-1 = 4.1102041E-03 chain steps = 46254 slow changes 0 power changes 0 metropolis rat: 0.4453091 in 46260 , best: 12.25931 local acceptance ratio: 0.4132231 metropolis rat: 0.4453214 in 46371 , best: 12.25931 local acceptance ratio: 0.4504505 Current convergence R-1 = 3.9908937E-03 chain steps = 46445 slow changes 0 power changes 0 metropolis rat: 0.4452858 in 46487 , best: 12.25931 local acceptance ratio: 0.4310345 metropolis rat: 0.4454989 in 46577 , best: 12.25931 local acceptance ratio: 0.5555556 Current convergence R-1 = 3.6722668E-03 chain steps = 46641 slow changes 0 power changes 0 metropolis rat: 0.4456156 in 46677 , best: 12.25931 local acceptance ratio: 0.5000000 metropolis rat: 0.4456557 in 46785 , best: 12.25931 local acceptance ratio: 0.4629630 Current convergence R-1 = 3.7077826E-03 chain steps = 46840 slow changes 0 power changes 0 metropolis rat: 0.4457621 in 46886 , best: 12.25931 local acceptance ratio: 0.4950495 metropolis rat: 0.4458111 in 46993 , best: 12.25931 local acceptance ratio: 0.4672897 Current convergence R-1 = 3.1831975E-03 chain steps = 47030 slow changes 0 power changes 0 metropolis rat: 0.4457558 in 47111 , best: 12.25931 local acceptance ratio: 0.4237288 metropolis rat: 0.4457668 in 47222 , best: 12.25931 local acceptance ratio: 0.4504505 Current convergence R-1 = 2.9897036E-03 chain steps = 47225 slow changes 0 power changes 0 metropolis rat: 0.4456366 in 47348 , best: 12.25931 local acceptance ratio: 0.3968254 Current convergence R-1 = 3.3631288E-03 chain steps = 47425 slow changes 0 power changes 0 metropolis rat: 0.4456572 in 47458 , best: 12.25931 local acceptance ratio: 0.4545455 metropolis rat: 0.4457996 in 47555 , best: 12.25931 local acceptance ratio: 0.5154639 Current convergence R-1 = 3.4839732E-03 chain steps = 47615 slow changes 0 power changes 0 metropolis rat: 0.4457824 in 47669 , best: 12.25931 local acceptance ratio: 0.4385965 metropolis rat: 0.4457279 in 47787 , best: 12.25931 local acceptance ratio: 0.4237288 Current convergence R-1 = 3.1268648E-03 chain steps = 47807 slow changes 0 power changes 0 metropolis rat: 0.4454320 in 47931 , best: 12.25584 local acceptance ratio: 0.3472222 Current convergence R-1 = 3.0696359E-03 chain steps = 48007 slow changes 0 power changes 0 metropolis rat: 0.4453509 in 48052 , best: 12.25584 local acceptance ratio: 0.4132231 metropolis rat: 0.4452055 in 48180 , best: 12.25584 local acceptance ratio: 0.3906250 Current convergence R-1 = 3.1898466E-03 chain steps = 48209 slow changes 0 power changes 0 metropolis rat: 0.4450424 in 48310 , best: 12.25584 local acceptance ratio: 0.3846154 Current convergence R-1 = 3.1190363E-03 chain steps = 48403 slow changes 0 power changes 0 metropolis rat: 0.4449813 in 48429 , best: 12.25584 local acceptance ratio: 0.4201681 metropolis rat: 0.4450122 in 48538 , best: 12.25584 local acceptance ratio: 0.4587156 Current convergence R-1 = 3.2665285E-03 chain steps = 48600 slow changes 0 power changes 0 metropolis rat: 0.4450886 in 48642 , best: 12.25584 local acceptance ratio: 0.4807692 metropolis rat: 0.4449548 in 48769 , best: 12.25584 local acceptance ratio: 0.3937008 Current convergence R-1 = 3.3038596E-03 chain steps = 48800 slow changes 0 power changes 0 metropolis rat: 0.4449582 in 48881 , best: 12.25584 local acceptance ratio: 0.4464286 Current convergence R-1 = 3.7619886E-03 chain steps = 49002 slow changes 0 power changes 0 metropolis rat: 0.4447709 in 49014 , best: 12.25584 local acceptance ratio: 0.3759398 metropolis rat: 0.4447204 in 49132 , best: 12.25584 local acceptance ratio: 0.4237288 Current convergence R-1 = 4.3097441E-03 chain steps = 49192 slow changes 0 power changes 0 metropolis rat: 0.4446881 in 49248 , best: 12.25584 local acceptance ratio: 0.4310345 metropolis rat: 0.4446380 in 49366 , best: 12.25584 local acceptance ratio: 0.4237288 Current convergence R-1 = 4.2339610E-03 chain steps = 49390 slow changes 0 power changes 0 metropolis rat: 0.4447499 in 49466 , best: 12.25584 local acceptance ratio: 0.5000000 Current convergence R-1 = 4.1246871E-03 chain steps = 49588 slow changes 0 power changes 0 metropolis rat: 0.4445385 in 49602 , best: 12.25584 local acceptance ratio: 0.3676471 metropolis rat: 0.4442747 in 49744 , best: 12.25584 local acceptance ratio: 0.3521127 Current convergence R-1 = 3.8482484E-03 chain steps = 49784 slow changes 0 power changes 0 metropolis rat: 0.4442439 in 49860 , best: 12.25584 local acceptance ratio: 0.4310345 metropolis rat: 0.4442932 in 49967 , best: 12.25584 local acceptance ratio: 0.4672897 Current convergence R-1 = 4.0996610E-03 chain steps = 49987 slow changes 0 power changes 0 metropolis rat: 0.4442803 in 50081 , best: 12.25584 local acceptance ratio: 0.4385965 Current convergence R-1 = 3.9684661E-03 chain steps = 50182 slow changes 0 power changes 0 metropolis rat: 0.4443028 in 50191 , best: 12.25584 local acceptance ratio: 0.4545455 metropolis rat: 0.4442015 in 50315 , best: 12.25584 local acceptance ratio: 0.4032258 Current convergence R-1 = 3.8120574E-03 chain steps = 50374 slow changes 0 power changes 0 metropolis rat: 0.4442593 in 50421 , best: 12.25584 local acceptance ratio: 0.4716981 metropolis rat: 0.4441587 in 50545 , best: 12.25584 local acceptance ratio: 0.4032258 Current convergence R-1 = 3.8171811E-03 chain steps = 50567 slow changes 0 power changes 0 metropolis rat: 0.4442689 in 50645 , best: 12.25584 local acceptance ratio: 0.5000000 Current convergence R-1 = 3.5572697E-03 chain steps = 50758 slow changes 0 power changes 0 metropolis rat: 0.4441337 in 50773 , best: 12.25584 local acceptance ratio: 0.3906250 metropolis rat: 0.4439468 in 50907 , best: 12.25584 local acceptance ratio: 0.3731343 Current convergence R-1 = 3.2435581E-03 chain steps = 50956 slow changes 0 power changes 0 metropolis rat: 0.4437783 in 51039 , best: 12.25584 local acceptance ratio: 0.3787879 metropolis rat: 0.4439403 in 51133 , best: 12.25584 local acceptance ratio: 0.5319149 Current convergence R-1 = 3.1863067E-03 chain steps = 51151 slow changes 0 power changes 0 metropolis rat: 0.4438851 in 51252 , best: 12.25584 local acceptance ratio: 0.4201681 Current convergence R-1 = 3.3061760E-03 chain steps = 51343 slow changes 0 power changes 0 metropolis rat: 0.4438820 in 51365 , best: 12.25584 local acceptance ratio: 0.4424779 metropolis rat: 0.4439479 in 51470 , best: 12.25584 local acceptance ratio: 0.4761905 Current convergence R-1 = 3.4287546E-03 chain steps = 51536 slow changes 0 power changes 0 metropolis rat: 0.4440308 in 51573 , best: 12.25584 local acceptance ratio: 0.4854369 metropolis rat: 0.4440188 in 51687 , best: 12.25584 local acceptance ratio: 0.4385965 Current convergence R-1 = 3.5701545E-03 chain steps = 51734 slow changes 0 power changes 0 metropolis rat: 0.4439897 in 51803 , best: 12.25584 local acceptance ratio: 0.4310345 Current convergence R-1 = 3.3512411E-03 chain steps = 51936 slow changes 0 power changes 0 metropolis rat: 0.4438069 in 51937 , best: 12.25584 local acceptance ratio: 0.3731343 metropolis rat: 0.4436847 in 52064 , best: 12.25584 local acceptance ratio: 0.3937008 Current convergence R-1 = 3.0445494E-03 chain steps = 52134 slow changes 0 power changes 0 metropolis rat: 0.4435631 in 52191 , best: 12.25584 local acceptance ratio: 0.3937008 metropolis rat: 0.4436795 in 52290 , best: 12.25584 local acceptance ratio: 0.5050505 Current convergence R-1 = 2.8389425E-03 chain steps = 52333 slow changes 0 power changes 0 metropolis rat: 0.4438124 in 52387 , best: 12.25584 local acceptance ratio: 0.5154639 metropolis rat: 0.4438180 in 52499 , best: 12.25584 local acceptance ratio: 0.4464286 Current convergence R-1 = 3.0020087E-03 chain steps = 52528 slow changes 0 power changes 0 metropolis rat: 0.4436886 in 52627 , best: 12.25584 local acceptance ratio: 0.3906250 Current convergence R-1 = 3.2437940E-03 chain steps = 52733 slow changes 0 power changes 0 metropolis rat: 0.4436524 in 52744 , best: 12.25584 local acceptance ratio: 0.4273504 metropolis rat: 0.4437002 in 52851 , best: 12.25584 local acceptance ratio: 0.4672897 Current convergence R-1 = 3.0953079E-03 chain steps = 52929 slow changes 0 power changes 0 metropolis rat: 0.4437227 in 52961 , best: 12.25584 local acceptance ratio: 0.4545455 metropolis rat: 0.4435863 in 53090 , best: 12.25584 local acceptance ratio: 0.3875969 Current convergence R-1 = 3.0297048E-03 chain steps = 53129 slow changes 0 power changes 0 metropolis rat: 0.4435340 in 53209 , best: 12.25584 local acceptance ratio: 0.4201681 metropolis rat: 0.4434569 in 53331 , best: 12.25584 local acceptance ratio: 0.4098361 Current convergence R-1 = 3.2545675E-03 chain steps = 53331 slow changes 0 power changes 0 metropolis rat: 0.4434216 in 53448 , best: 12.25584 local acceptance ratio: 0.4273504 Current convergence R-1 = 3.2663741E-03 chain steps = 53530 slow changes 0 power changes 0 metropolis rat: 0.4433783 in 53566 , best: 12.25584 local acceptance ratio: 0.4237288 metropolis rat: 0.4435003 in 53664 , best: 12.25584 local acceptance ratio: 0.5102041 Current convergence R-1 = 3.3384722E-03 chain steps = 53720 slow changes 0 power changes 0 metropolis rat: 0.4434239 in 53786 , best: 12.25584 local acceptance ratio: 0.4098361 metropolis rat: 0.4435289 in 53886 , best: 12.25584 local acceptance ratio: 0.5000000 Current convergence R-1 = 3.4004285E-03 chain steps = 53911 slow changes 0 power changes 0 metropolis rat: 0.4435432 in 53997 , best: 12.25584 local acceptance ratio: 0.4504505 Current convergence R-1 = 3.7246768E-03 chain steps = 54111 slow changes 0 power changes 0 metropolis rat: 0.4434836 in 54117 , best: 12.25584 local acceptance ratio: 0.4166667 metropolis rat: 0.4434569 in 54233 , best: 12.25584 local acceptance ratio: 0.4310345 Current convergence R-1 = 3.7874910E-03 chain steps = 54310 slow changes 0 power changes 0 metropolis rat: 0.4434876 in 54342 , best: 12.25584 local acceptance ratio: 0.4587156 metropolis rat: 0.4433389 in 54473 , best: 12.25584 local acceptance ratio: 0.3816794 Current convergence R-1 = 3.6121409E-03 chain steps = 54506 slow changes 0 power changes 0 metropolis rat: 0.4433046 in 54590 , best: 12.25584 local acceptance ratio: 0.4273504 Current convergence R-1 = 3.7743694E-03 chain steps = 54706 slow changes 0 power changes 0 metropolis rat: 0.4432219 in 54713 , best: 12.25584 local acceptance ratio: 0.4065041 metropolis rat: 0.4431396 in 54836 , best: 12.25584 local acceptance ratio: 0.4065041 Current convergence R-1 = 3.6446375E-03 chain steps = 54904 slow changes 0 power changes 0 metropolis rat: 0.4432592 in 54934 , best: 12.25584 local acceptance ratio: 0.5102041 metropolis rat: 0.4431449 in 55061 , best: 12.25584 local acceptance ratio: 0.3937008 Current convergence R-1 = 3.5801530E-03 chain steps = 55100 slow changes 0 power changes 0 metropolis rat: 0.4432721 in 55158 , best: 12.25584 local acceptance ratio: 0.5154639 metropolis rat: 0.4432945 in 55268 , best: 12.25584 local acceptance ratio: 0.4545455 Current convergence R-1 = 3.6826134E-03 chain steps = 55294 slow changes 0 power changes 0 metropolis rat: 0.4430688 in 55409 , best: 12.25584 local acceptance ratio: 0.3546099 Current convergence R-1 = 3.9395480E-03 chain steps = 55489 slow changes 0 power changes 0 metropolis rat: 0.4431794 in 55508 , best: 12.25584 local acceptance ratio: 0.5050505 metropolis rat: 0.4431779 in 55621 , best: 12.25584 local acceptance ratio: 0.4424779 Current convergence R-1 = 3.8059787E-03 chain steps = 55685 slow changes 0 power changes 0 metropolis rat: 0.4432322 in 55727 , best: 12.25584 local acceptance ratio: 0.4716981 metropolis rat: 0.4431830 in 55846 , best: 12.25584 local acceptance ratio: 0.4201681 Current convergence R-1 = 3.4674732E-03 chain steps = 55881 slow changes 0 power changes 0 metropolis rat: 0.4431341 in 55965 , best: 12.25584 local acceptance ratio: 0.4201681 metropolis rat: 0.4431960 in 56070 , best: 12.25584 local acceptance ratio: 0.4761905 Current convergence R-1 = 3.3946643E-03 chain steps = 56076 slow changes 0 power changes 0 metropolis rat: 0.4431078 in 56194 , best: 12.25584 local acceptance ratio: 0.4032258 Current convergence R-1 = 3.3033332E-03 chain steps = 56273 slow changes 0 power changes 0 metropolis rat: 0.4432010 in 56295 , best: 12.25584 local acceptance ratio: 0.4950495 metropolis rat: 0.4431446 in 56415 , best: 12.25584 local acceptance ratio: 0.4166667 Current convergence R-1 = 3.4526309E-03 chain steps = 56467 slow changes 0 power changes 0 metropolis rat: 0.4432295 in 56517 , best: 12.25584 local acceptance ratio: 0.4901961 metropolis rat: 0.4431184 in 56644 , best: 12.25584 local acceptance ratio: 0.3937008 Current convergence R-1 = 3.2363657E-03 chain steps = 56667 slow changes 0 power changes 0 metropolis rat: 0.4431484 in 56753 , best: 12.25584 local acceptance ratio: 0.4587156 metropolis rat: 0.4431704 in 56863 , best: 12.25584 local acceptance ratio: 0.4545455 Current convergence R-1 = 3.0276848E-03 chain steps = 56865 slow changes 0 power changes 0 metropolis rat: 0.4431224 in 56982 , best: 12.25584 local acceptance ratio: 0.4201681 Current convergence R-1 = 3.0279609E-03 chain steps = 57063 slow changes 0 power changes 0 metropolis rat: 0.4433152 in 57070 , best: 12.25584 local acceptance ratio: 0.5681818 metropolis rat: 0.4433756 in 57175 , best: 12.25584 local acceptance ratio: 0.4761905 Current convergence R-1 = 2.9212877E-03 chain steps = 57256 slow changes 0 power changes 0 metropolis rat: 0.4434125 in 57283 , best: 12.25584 local acceptance ratio: 0.4629630 metropolis rat: 0.4434648 in 57389 , best: 12.25584 local acceptance ratio: 0.4716981 Current convergence R-1 = 3.1934092E-03 chain steps = 57456 slow changes 0 power changes 0 metropolis rat: 0.4433087 in 57522 , best: 12.25584 local acceptance ratio: 0.3759398 metropolis rat: 0.4433686 in 57627 , best: 12.25584 local acceptance ratio: 0.4761905 Current convergence R-1 = 2.8426948E-03 chain steps = 57649 slow changes 0 power changes 0 metropolis rat: 0.4434359 in 57731 , best: 12.25584 local acceptance ratio: 0.4807692 metropolis rat: 0.4434724 in 57839 , best: 12.25584 local acceptance ratio: 0.4629630 Current convergence R-1 = 2.9139824E-03 chain steps = 57843 slow changes 0 power changes 0 Current limit err = 0.1767 for omegak; samps = 57753 metropolis rat: 0.4435929 in 57936 , best: 12.25584 local acceptance ratio: 0.5154639 Current convergence R-1 = 2.6027632E-03 chain steps = 58028 slow changes 0 power changes 0 Current limit err = 0.1763 for omegak; samps = 57938 metropolis rat: 0.4435831 in 58050 , best: 12.25584 local acceptance ratio: 0.4385965 metropolis rat: 0.4436115 in 58159 , best: 12.25584 local acceptance ratio: 0.4587156 Current convergence R-1 = 2.4402107E-03 chain steps = 58234 slow changes 0 power changes 0 Current limit err = 0.1760 for omegak; samps = 58144 metropolis rat: 0.4435332 in 58282 , best: 12.25584 local acceptance ratio: 0.4065041 metropolis rat: 0.4436451 in 58380 , best: 12.25584 local acceptance ratio: 0.5102041 Current convergence R-1 = 2.4302253E-03 chain steps = 58425 slow changes 0 power changes 0 Current limit err = 0.1794 for omegak; samps = 58335 metropolis rat: 0.4436277 in 58495 , best: 12.25584 local acceptance ratio: 0.4347826 metropolis rat: 0.4436784 in 58601 , best: 12.25584 local acceptance ratio: 0.4716981 Current convergence R-1 = 2.8190783E-03 chain steps = 58625 slow changes 0 power changes 0 Current limit err = 0.1770 for omegak; samps = 58535 metropolis rat: 0.4437139 in 58709 , best: 12.25584 local acceptance ratio: 0.4629630 Current convergence R-1 = 2.8642160E-03 chain steps = 58817 slow changes 0 power changes 0 Current limit err = 0.1760 for omegak; samps = 58727 metropolis rat: 0.4436512 in 58830 , best: 12.25584 local acceptance ratio: 0.4132231 metropolis rat: 0.4435210 in 58960 , best: 12.25584 local acceptance ratio: 0.3846154 Current convergence R-1 = 2.6453538E-03 chain steps = 59007 slow changes 0 power changes 0 Current limit err = 0.1745 for omegak; samps = 58917 metropolis rat: 0.4436317 in 59058 , best: 12.25584 local acceptance ratio: 0.5102041 metropolis rat: 0.4437045 in 59161 , best: 12.25584 local acceptance ratio: 0.4854369 Current convergence R-1 = 2.7552419E-03 chain steps = 59200 slow changes 0 power changes 0 Current limit err = 0.1729 for omegak; samps = 59110 metropolis rat: 0.4437920 in 59262 , best: 12.25584 local acceptance ratio: 0.4950495 metropolis rat: 0.4437073 in 59386 , best: 12.25584 local acceptance ratio: 0.4032258 Current convergence R-1 = 2.5033895E-03 chain steps = 59395 slow changes 0 power changes 0 Current limit err = 0.1741 for omegak; samps = 59305 metropolis rat: 0.4437422 in 59494 , best: 12.25584 local acceptance ratio: 0.4629630 metropolis rat: 0.4439782 in 59575 , best: 12.25584 local acceptance ratio: 0.6172839 Current convergence R-1 = 2.4540352E-03 chain steps = 59583 slow changes 0 power changes 0 Current limit err = 0.1739 for omegak; samps = 59493 metropolis rat: 0.4438489 in 59705 , best: 12.25584 local acceptance ratio: 0.3846154 Current convergence R-1 = 2.1730468E-03 chain steps = 59777 slow changes 0 power changes 0 Current limit err = 0.1728 for omegak; samps = 59687 metropolis rat: 0.4439725 in 59801 , best: 12.25584 local acceptance ratio: 0.5208333 metropolis rat: 0.4440216 in 59907 , best: 12.25584 local acceptance ratio: 0.4716981 Current convergence R-1 = 2.0731809E-03 chain steps = 59965 slow changes 0 power changes 0 Current limit err = 0.1724 for omegak; samps = 59875 metropolis rat: 0.4440927 in 60010 , best: 12.25584 local acceptance ratio: 0.4854369 metropolis rat: 0.4441487 in 60115 , best: 12.25584 local acceptance ratio: 0.4761905 Current convergence R-1 = 2.0651661E-03 chain steps = 60162 slow changes 0 power changes 0 Current limit err = 0.1722 for omegak; samps = 60072 metropolis rat: 0.4441308 in 60230 , best: 12.25584 local acceptance ratio: 0.4347826 metropolis rat: 0.4440615 in 60352 , best: 12.25584 local acceptance ratio: 0.4098361 Current convergence R-1 = 2.1709192E-03 chain steps = 60365 slow changes 0 power changes 0 Current limit err = 0.1706 for omegak; samps = 60275 metropolis rat: 0.4440879 in 60461 , best: 12.25584 local acceptance ratio: 0.4587156 metropolis rat: 0.4442903 in 60546 , best: 12.25584 local acceptance ratio: 0.5882353 Current convergence R-1 = 2.2488793E-03 chain steps = 60562 slow changes 0 power changes 0 Current limit err = 0.1797 for omegak; samps = 60472 metropolis rat: 0.4442137 in 60669 , best: 12.25584 local acceptance ratio: 0.4065041 Current convergence R-1 = 2.1978130E-03 chain steps = 60759 slow changes 0 power changes 0 Current limit err = 0.1784 for omegak; samps = 60669 metropolis rat: 0.4442982 in 60770 , best: 12.25584 local acceptance ratio: 0.4950495 metropolis rat: 0.4443824 in 60871 , best: 12.25584 local acceptance ratio: 0.4950495 Current convergence R-1 = 2.1961755E-03 chain steps = 60948 slow changes 0 power changes 0 Current limit err = 0.1762 for omegak; samps = 60858 metropolis rat: 0.4444517 in 60974 , best: 12.25584 local acceptance ratio: 0.4854369 metropolis rat: 0.4443462 in 61101 , best: 12.25584 local acceptance ratio: 0.3937008 Current convergence R-1 = 2.1154967E-03 chain steps = 61148 slow changes 0 power changes 0 Current limit err = 0.1754 for omegak; samps = 61058 metropolis rat: 0.4442993 in 61220 , best: 12.25584 local acceptance ratio: 0.4201681 metropolis rat: 0.4443031 in 61332 , best: 12.25584 local acceptance ratio: 0.4464286 Current convergence R-1 = 2.2559394E-03 chain steps = 61351 slow changes 0 power changes 0 Current limit err = 0.1769 for omegak; samps = 61261 metropolis rat: 0.4444010 in 61431 , best: 12.25584 local acceptance ratio: 0.5050505 Current convergence R-1 = 2.3689880E-03 chain steps = 61545 slow changes 0 power changes 0 Current limit err = 0.1574 for omegak; samps = 61455