[~/thesis/master-scripts]|1> run run_mcmc_single.py
iteration:  0 Burnin: 0 Thinning: 1 Nsamples: 600
Steps: [ 0.59695606  2.19089637  0.16870245  0.31496919]
Steps(final): [  5.33351697e-15   2.84454238e-14   5.55574684e-17
5.85957675e-18]
warning, confidence interval has zero length!
======================================================================
3.0 2 10
3.03438393847 1 10
3.06683976785 5 10
3.09760144961 4 10
3.1268634863 3 10
3.15478934453 1 10
3.18151774456 2 10
3.20716743383 2 10
3.23184086298 4 10
3.25562705378 5 10
3.27860386336 4 10
3.30083979103 2 10
3.32239543436 5 10
3.34332467315 2 10
3.36367564024 2 10
3.38349152356 5 10
3.40281123349 3 10
3.42166996184 2 10
3.44009965292 4 10
3.45812940282 5 10
3.47578579968 3 10
3.49309321508 4 10
3.51007405486 4 10
3.52674897593 6 10
3.54313707448 2 10
3.55925605012 2 10
3.57512234939 3 10
3.59075129199 4 10
3.60615718186 5 10
3.62135340555 2 10
3.6363525195 5 10
3.6511663277 2 10
3.66580595104 5 10
3.68028188951 4 10
3.69460407794 4 10
3.70878193635 5 10
3.72282441539 8 10
3.73674003753 5 10
3.75053693448 5 10
3.76422288134 4 10
3.77780532778 4 10
3.79129142667 4 10
3.8046880604 4 10
3.81800186517 5 10
3.83123925344 2 10
3.84440643489 8 10
3.85750943587 4 10
3.87055411763 3 10
3.88354619344 4 10
3.89649124479 7 10
3.90939473669 6 10
3.92226203224 5 10
3.93509840657 7 10
3.94790906028 5 10
3.96069913233 3 10
3.97347371267 4 10
3.98623785449 3 10
3.99899658627 4 10
4.01175492376 5 10
4.02451788173 3 10
4.03729048591 5 10
4.05007778479 7 10
4.06288486173 5 10
4.07571684715 6 10
4.08857893112 5 10
4.10147637615 6 10
4.11441453062 6 10
4.12739884254 3 10
4.14043487408 4 10
4.15352831675 3 10
4.16668500741 6 10
4.17991094525 5 10
4.19321230985 4 10
4.20659548044 3 10
4.22006705657 7 10
4.23363388034 7 10
4.24730306039 4 10
4.26108199786 7 10
4.27497841466 8 10
4.28900038424 7 10
4.30315636519 3 10
4.31745523817 6 10
4.33190634649 6 10
4.3465195408 5 10
4.36130522862 9 10
4.37627442923 3 10
4.39143883477 5 10
4.40681087839 9 10
4.42240381053 8 10
4.43823178464 6 10
4.45430995358 4 10
4.4706545787 8 10
4.48728315346 5 10
4.50421454406 7 10
4.52146915008 4 10
4.53906908867 4 10
4.55703840652 5 10
4.57540332489 6 10
4.59419252417 9 10
4.61343747583 7 10
4.63317283161 5 10
4.65343688238 6 10
4.67427210198 5 10
4.69572579606 5 10
4.71785088083 4 10
4.74070682473 7 10
4.76436079535 8 10
4.7888890681 8 10
4.81437877164 4 10
4.8409300716 8 10
4.86865893179 7 10
4.8977006465 7 10
4.92821441759 10 10
4.96038937084 5 10
4.99445259144 8 10
5.0306800504 7 10
5.06941176794 9 10
5.1110733522 8 10
5.15620742767 7 10
5.20552095898 7 10
5.25995921372 5 10
5.3208266688 8 10
5.38999588299 8 10
5.47029442647 8 10
5.56629019787 9 10
5.68609831971 9 10
5.84638599875 9 10
6.09132916932 8 10
iteration:  1 Burnin: 0 Thinning: 1 Nsamples: 600
Steps: [ 0.00708131  0.14892512  0.00069851  0.00056102]
Steps(final): [ 0.00708131  0.14892512  0.00069851  0.00056102]
iteration:  2 Burnin: 0 Thinning: 1 Nsamples: 600
Steps: [ 0.44898068  1.40740674  0.12419714  0.23190069]
Steps(final): [  5.86686867e-14   2.17785276e-14   2.43063924e-17
1.13936215e-17]
warning, confidence interval has zero length!
======================================================================
3.0 2 10
3.03438393847 2 10
3.06683976785 1 10
3.09760144961 3 10
3.1268634863 1 10
3.15478934453 4 10
3.18151774456 2 10
3.20716743383 5 10
3.23184086298 1 10
3.25562705378 3 10
3.27860386336 4 10
3.30083979103 2 10
3.32239543436 2 10
3.34332467315 5 10
3.36367564024 2 10
3.38349152356 4 10
3.40281123349 1 10
3.42166996184 2 10
3.44009965292 5 10
3.45812940282 2 10
3.47578579968 1 10
3.49309321508 6 10
3.51007405486 2 10
3.52674897593 3 10
3.54313707448 4 10
3.55925605012 4 10
3.57512234939 6 10
3.59075129199 5 10
3.60615718186 3 10
3.62135340555 6 10
3.6363525195 5 10
3.6511663277 1 10
3.66580595104 5 10
3.68028188951 8 10
3.69460407794 3 10
3.70878193635 2 10
3.72282441539 2 10
3.73674003753 2 10
3.75053693448 5 10
3.76422288134 6 10
3.77780532778 1 10
3.79129142667 4 10
3.8046880604 4 10
3.81800186517 5 10
3.83123925344 2 10
3.84440643489 4 10
3.85750943587 2 10
3.87055411763 3 10
3.88354619344 4 10
3.89649124479 4 10
3.90939473669 6 10
3.92226203224 5 10
3.93509840657 5 10
3.94790906028 1 10
3.96069913233 3 10
3.97347371267 1 10
3.98623785449 5 10
3.99899658627 5 10
4.01175492376 4 10
4.02451788173 8 10
4.03729048591 4 10
4.05007778479 2 10
4.06288486173 6 10
4.07571684715 4 10
4.08857893112 3 10
4.10147637615 3 10
4.11441453062 5 10
4.12739884254 6 10
4.14043487408 8 10
4.15352831675 3 10
4.16668500741 4 10
4.17991094525 4 10
4.19321230985 3 10
4.20659548044 6 10
4.22006705657 5 10
4.23363388034 8 10
4.24730306039 4 10
4.26108199786 8 10
4.27497841466 7 10
4.28900038424 6 10
4.30315636519 4 10
4.31745523817 5 10
4.33190634649 6 10
4.3465195408 5 10
4.36130522862 4 10
4.37627442923 8 10
4.39143883477 3 10
4.40681087839 5 10
4.42240381053 4 10
4.43823178464 7 10
4.45430995358 4 10
4.4706545787 6 10
4.48728315346 6 10
4.50421454406 8 10
4.52146915008 8 10
4.53906908867 7 10
4.55703840652 5 10
4.57540332489 6 10
4.59419252417 6 10
4.61343747583 6 10
4.63317283161 6 10
4.65343688238 7 10
4.67427210198 5 10
4.69572579606 9 10
4.71785088083 6 10
4.74070682473 5 10
4.76436079535 7 10
4.7888890681 4 10
4.81437877164 6 10
4.8409300716 4 10
4.86865893179 8 10
4.8977006465 6 10
4.92821441759 6 10
4.96038937084 5 10
4.99445259144 7 10
5.0306800504 8 10
5.06941176794 8 10
5.1110733522 8 10
5.15620742767 10 10
5.20552095898 8 10
5.25995921372 8 10
5.3208266688 7 10
5.38999588299 9 10
5.47029442647 7 10
5.56629019787 8 10
5.68609831971 9 10
5.84638599875 8 10
6.09132916932 9 10
iteration:  3 Burnin: 23 Thinning: 2 Nsamples: 4830
Steps: [  6.41586787e-02   4.25081869e-01   1.57199170e-02   1.27443735e-04]
Burnin: 41 Thinning: 2 Nsamples: 8440
Steps: [  6.21582258e-02   3.66448191e-01   1.94998725e-02   3.04247364e-04]
Burnin: 41 Thinning: 2 Nsamples: 8440
Steps: [ 0.0693734   0.43216159  0.02042671  0.00053707]
Steps(final): [ 0.0693734   0.43216159  0.02042671  0.00053707]
iteration:  4 Burnin: 29 Thinning: 4 Nsamples: 7085
Steps: [  9.27533598e-02   5.58089006e-01   2.31327608e-02   2.18883841e-04]
Burnin: 29 Thinning: 4 Nsamples: 7085
Steps: [ 0.10315842  0.57919365  0.02951118  0.00205922]
Steps(final): [ 0.10315842  0.57919365  0.02951118  0.00205922]
iteration:  5 Burnin: 0 Thinning: 1 Nsamples: 600
Steps: [ 0.63127419  1.37589259  0.1575976   0.21671996]
Steps(final): [  2.75565043e-14   1.68894704e-14   1.18059620e-16
1.73617089e-18]
warning, confidence interval has zero length!
======================================================================
3.0 4 10
3.03438393847 2 10
3.06683976785 3 10
3.09760144961 3 10
3.1268634863 1 10
3.15478934453 4 10
3.18151774456 5 10
3.20716743383 3 10
3.23184086298 5 10
3.25562705378 2 10
3.27860386336 3 10
3.30083979103 4 10
3.32239543436 2 10
3.34332467315 4 10
3.36367564024 2 10
3.38349152356 2 10
3.40281123349 5 10
3.42166996184 4 10
3.44009965292 4 10
3.45812940282 3 10
3.47578579968 5 10
3.49309321508 3 10
3.51007405486 4 10
3.52674897593 5 10
3.54313707448 4 10
3.55925605012 1 10
3.57512234939 7 10
3.59075129199 4 10
3.60615718186 4 10
3.62135340555 5 10
3.6363525195 3 10
3.6511663277 4 10
3.66580595104 4 10
3.68028188951 4 10
3.69460407794 5 10
3.70878193635 4 10
3.72282441539 3 10
3.73674003753 6 10
3.75053693448 5 10
3.76422288134 3 10
3.77780532778 4 10
3.79129142667 4 10
3.8046880604 5 10
3.81800186517 4 10
3.83123925344 3 10
3.84440643489 8 10
3.85750943587 7 10
3.87055411763 5 10
3.88354619344 4 10
3.89649124479 4 10
3.90939473669 5 10
3.92226203224 5 10
3.93509840657 5 10
3.94790906028 8 10
3.96069913233 6 10
3.97347371267 5 10
3.98623785449 7 10
3.99899658627 3 10
4.01175492376 8 10
4.02451788173 4 10
4.03729048591 6 10
4.05007778479 2 10
4.06288486173 8 10
4.07571684715 5 10
4.08857893112 5 10
4.10147637615 6 10
4.11441453062 5 10
4.12739884254 6 10
4.14043487408 6 10
4.15352831675 6 10
4.16668500741 4 10
4.17991094525 5 10
4.19321230985 6 10
4.20659548044 4 10
4.22006705657 7 10
4.23363388034 7 10
4.24730306039 4 10
4.26108199786 4 10
4.27497841466 5 10
4.28900038424 7 10
4.30315636519 7 10
4.31745523817 3 10
4.33190634649 7 10
4.3465195408 7 10
4.36130522862 5 10
4.37627442923 7 10
4.39143883477 6 10
4.40681087839 6 10
4.42240381053 6 10
4.43823178464 6 10
4.45430995358 5 10
4.4706545787 8 10
4.48728315346 7 10
4.50421454406 5 10
4.52146915008 4 10
4.53906908867 8 10
4.55703840652 7 10
4.57540332489 7 10
4.59419252417 8 10
4.61343747583 9 10
4.63317283161 7 10
4.65343688238 7 10
4.67427210198 7 10
4.69572579606 6 10
4.71785088083 6 10
4.74070682473 8 10
4.76436079535 8 10
4.7888890681 5 10
4.81437877164 6 10
4.8409300716 7 10
4.86865893179 6 10
4.8977006465 8 10
4.92821441759 7 10
4.96038937084 8 10
4.99445259144 6 10
5.0306800504 8 10
5.06941176794 8 10
5.1110733522 5 10
5.15620742767 4 10
5.20552095898 8 10
5.25995921372 8 10
5.3208266688 6 10
5.38999588299 8 10
5.47029442647 9 10
5.56629019787 8 10
5.68609831971 7 10
5.84638599875 8 10
6.09132916932 10 10
iteration:  6 Burnin: 35 Thinning: 5 Nsamples: 10853
Steps: [  8.81457014e-02   4.46343182e-01   2.94896491e-02   8.59045069e-05]
Burnin: 35 Thinning: 5 Nsamples: 10853
Steps: [ 0.06352168  0.49733526  0.0249111   0.00053889]
Steps(final): [ 0.06352168  0.49733526  0.0249111   0.00053889]
iteration:  7 Burnin: 15 Thinning: 1 Nsamples: 2679
Steps: [  7.10339012e-02   4.95122700e-01   2.08653007e-02   4.90353300e-04]
Burnin: 20 Thinning: 2 Nsamples: 2824
Steps: [ 0.06875409  0.42551473  0.02130595  0.00093412]
Burnin: 20 Thinning: 2 Nsamples: 2824
Steps: [ 0.05529431  0.39519786  0.01804812  0.00140293]
Steps(final): [ 0.05529431  0.39519786  0.01804812  0.00140293]
iteration:  8 Burnin: 0 Thinning: 1 Nsamples: 600
Steps: [ 0.50110417  2.16460948  0.15966895  0.33259145]
Steps(final): [  2.62231251e-14   7.11135596e-15   1.04170253e-17
2.46861798e-18]
warning, confidence interval has zero length!
======================================================================
3.0 4 10
3.03438393847 2 10
3.06683976785 3 10
3.09760144961 4 10
3.1268634863 3 10
3.15478934453 0 10
3.18151774456 2 10
3.20716743383 3 10
3.23184086298 4 10
3.25562705378 3 10
3.27860386336 5 10
3.30083979103 1 10
3.32239543436 2 10
3.34332467315 5 10
3.36367564024 5 10
3.38349152356 3 10
3.40281123349 4 10
3.42166996184 3 10
3.44009965292 4 10
3.45812940282 6 10
3.47578579968 2 10
3.49309321508 4 10
3.51007405486 2 10
3.52674897593 2 10
3.54313707448 1 10
3.55925605012 6 10
3.57512234939 1 10
3.59075129199 6 10
3.60615718186 3 10
3.62135340555 2 10
3.6363525195 2 10
3.6511663277 6 10
3.66580595104 3 10
3.68028188951 4 10
3.69460407794 6 10
3.70878193635 6 10
3.72282441539 7 10
3.73674003753 2 10
3.75053693448 3 10
3.76422288134 5 10
3.77780532778 5 10
3.79129142667 6 10
3.8046880604 7 10
3.81800186517 4 10
3.83123925344 2 10
3.84440643489 3 10
3.85750943587 6 10
3.87055411763 3 10
3.88354619344 4 10
3.89649124479 8 10
3.90939473669 4 10
3.92226203224 6 10
3.93509840657 3 10
3.94790906028 5 10
3.96069913233 8 10
3.97347371267 5 10
3.98623785449 7 10
3.99899658627 4 10
4.01175492376 3 10
4.02451788173 6 10
4.03729048591 4 10
4.05007778479 6 10
4.06288486173 5 10
4.07571684715 5 10
4.08857893112 3 10
4.10147637615 5 10
4.11441453062 5 10
4.12739884254 3 10
4.14043487408 5 10
4.15352831675 7 10
4.16668500741 4 10
4.17991094525 7 10
4.19321230985 6 10
4.20659548044 6 10
4.22006705657 7 10
4.23363388034 3 10
4.24730306039 7 10
4.26108199786 8 10
4.27497841466 8 10
4.28900038424 5 10
4.30315636519 6 10
4.31745523817 5 10
4.33190634649 6 10
4.3465195408 7 10
4.36130522862 6 10
4.37627442923 7 10
4.39143883477 7 10
4.40681087839 5 10
4.42240381053 5 10
4.43823178464 7 10
4.45430995358 6 10
4.4706545787 4 10
4.48728315346 6 10
4.50421454406 5 10
4.52146915008 6 10
4.53906908867 6 10
4.55703840652 7 10
4.57540332489 7 10
4.59419252417 10 10
4.61343747583 6 10
4.63317283161 6 10
4.65343688238 7 10
4.67427210198 8 10
4.69572579606 5 10
4.71785088083 7 10
4.74070682473 7 10
4.76436079535 8 10
4.7888890681 5 10
4.81437877164 6 10
4.8409300716 8 10
4.86865893179 8 10
4.8977006465 7 10
4.92821441759 5 10
4.96038937084 9 10
4.99445259144 8 10
5.0306800504 6 10
5.06941176794 6 10
5.1110733522 8 10
5.15620742767 5 10
5.20552095898 7 10
5.25995921372 9 10
5.3208266688 10 10
5.38999588299 9 10
5.47029442647 9 10
5.56629019787 9 10
5.68609831971 8 10
5.84638599875 9 10
6.09132916932 8 10
iteration:  9 Burnin: 0 Thinning: 1 Nsamples: 600
Steps: [ 0.74367671  2.07970551  0.14660992  0.37346046]
Steps(final): [  1.33337924e-15   8.88919495e-15   1.59727722e-16
3.03829905e-18]
warning, confidence interval has zero length!
======================================================================
3.0 1 10
3.03438393847 3 10
3.06683976785 3 10
3.09760144961 4 10
3.1268634863 0 10
3.15478934453 5 10
3.18151774456 3 10
3.20716743383 3 10
3.23184086298 2 10
3.25562705378 4 10
3.27860386336 3 10
3.30083979103 3 10
3.32239543436 5 10
3.34332467315 3 10
3.36367564024 6 10
3.38349152356 2 10
3.40281123349 3 10
3.42166996184 6 10
3.44009965292 2 10
3.45812940282 4 10
3.47578579968 7 10
3.49309321508 3 10
3.51007405486 4 10
3.52674897593 1 10
3.54313707448 5 10
3.55925605012 4 10
3.57512234939 4 10
3.59075129199 3 10
3.60615718186 4 10
3.62135340555 4 10
3.6363525195 2 10
3.6511663277 4 10
3.66580595104 3 10
3.68028188951 3 10
3.69460407794 3 10
3.70878193635 3 10
3.72282441539 5 10
3.73674003753 4 10
3.75053693448 7 10
3.76422288134 6 10
3.77780532778 4 10
3.79129142667 6 10
3.8046880604 6 10
3.81800186517 6 10
3.83123925344 5 10
3.84440643489 4 10
3.85750943587 4 10
3.87055411763 5 10
3.88354619344 6 10
3.89649124479 6 10
3.90939473669 6 10
3.92226203224 5 10
3.93509840657 7 10
3.94790906028 6 10
3.96069913233 6 10
3.97347371267 4 10
3.98623785449 6 10
3.99899658627 4 10
4.01175492376 6 10
4.02451788173 4 10
4.03729048591 4 10
4.05007778479 7 10
4.06288486173 4 10
4.07571684715 6 10
4.08857893112 5 10
4.10147637615 6 10
4.11441453062 3 10
4.12739884254 5 10
4.14043487408 7 10
4.15352831675 6 10
4.16668500741 7 10
4.17991094525 4 10
4.19321230985 2 10
4.20659548044 7 10
4.22006705657 6 10
4.23363388034 7 10
4.24730306039 5 10
4.26108199786 6 10
4.27497841466 4 10
4.28900038424 6 10
4.30315636519 4 10
4.31745523817 5 10
4.33190634649 7 10
4.3465195408 4 10
4.36130522862 7 10
4.37627442923 4 10
4.39143883477 3 10
4.40681087839 3 10
4.42240381053 4 10
4.43823178464 6 10
4.45430995358 8 10
4.4706545787 8 10
4.48728315346 6 10
4.50421454406 5 10
4.52146915008 6 10
4.53906908867 9 10
4.55703840652 5 10
4.57540332489 4 10
4.59419252417 6 10
4.61343747583 9 10
4.63317283161 6 10
4.65343688238 7 10
4.67427210198 8 10
4.69572579606 5 10
4.71785088083 5 10
4.74070682473 7 10
4.76436079535 6 10
4.7888890681 6 10
4.81437877164 7 10
4.8409300716 7 10
4.86865893179 6 10
4.8977006465 8 10
4.92821441759 8 10
4.96038937084 8 10
4.99445259144 9 10
5.0306800504 8 10
5.06941176794 8 10
5.1110733522 8 10
5.15620742767 5 10
5.20552095898 8 10
5.25995921372 9 10
5.3208266688 6 10
5.38999588299 8 10
5.47029442647 8 10
5.56629019787 8 10
5.68609831971 8 10
5.84638599875 9 10
6.09132916932 9 10
iteration:  10 Burnin: 29 Thinning: 2 Nsamples: 5366
Steps: [  7.89396538e-02   5.12396078e-01   1.78877165e-02   4.75105197e-05]
Burnin: 29 Thinning: 3 Nsamples: 5366
Steps: [ 0.10968978  0.50771564  0.0364699   0.00072351]
Steps(final): [ 0.10968978  0.50771564  0.0364699   0.00072351]
iteration:  11 Burnin: 28 Thinning: 1 Nsamples: 4555
Steps: [ 0.08466766  0.55517063  0.01726077  0.01018273]
Burnin: 29 Thinning: 3 Nsamples: 6211
Steps: [ 0.09450443  0.40587568  0.02612235  0.01427085]
Burnin: 29 Thinning: 3 Nsamples: 6211
Steps: [ 0.06733558  0.41998231  0.02113769  0.01511353]
Steps(final): [ 0.06733558  0.41998231  0.02113769  0.01511353]
iteration:  12 Burnin: 0 Thinning: 1 Nsamples: 600
Steps: [ 0.78749565  2.10221959  0.18331816  0.31802957]
Steps(final): [  4.35570552e-14   1.51116314e-14   1.28476646e-16
3.39095877e-20]
warning, confidence interval has zero length!
======================================================================
3.0 3 10
3.03438393847 1 10
3.06683976785 2 10
3.09760144961 4 10
3.1268634863 3 10
3.15478934453 2 10
3.18151774456 3 10
3.20716743383 1 10
3.23184086298 3 10
3.25562705378 7 10
3.27860386336 3 10
3.30083979103 5 10
3.32239543436 7 10
3.34332467315 4 10
3.36367564024 1 10
3.38349152356 3 10
3.40281123349 1 10
3.42166996184 4 10
3.44009965292 2 10
3.45812940282 5 10
3.47578579968 2 10
3.49309321508 4 10
3.51007405486 3 10
3.52674897593 4 10
3.54313707448 1 10
3.55925605012 3 10
3.57512234939 6 10
3.59075129199 5 10
3.60615718186 4 10
3.62135340555 3 10
3.6363525195 7 10
3.6511663277 4 10
3.66580595104 3 10
3.68028188951 4 10
3.69460407794 4 10
3.70878193635 4 10
3.72282441539 5 10
3.73674003753 3 10
3.75053693448 5 10
3.76422288134 7 10
3.77780532778 5 10
3.79129142667 2 10
3.8046880604 4 10
3.81800186517 5 10
3.83123925344 5 10
3.84440643489 5 10
3.85750943587 4 10
3.87055411763 2 10
3.88354619344 4 10
3.89649124479 3 10
3.90939473669 5 10
3.92226203224 5 10
3.93509840657 5 10
3.94790906028 2 10
3.96069913233 5 10
3.97347371267 5 10
3.98623785449 7 10
3.99899658627 7 10
4.01175492376 4 10
4.02451788173 7 10
4.03729048591 4 10
4.05007778479 4 10
4.06288486173 6 10
4.07571684715 5 10
4.08857893112 7 10
4.10147637615 4 10
4.11441453062 5 10
4.12739884254 4 10
4.14043487408 6 10
4.15352831675 2 10
4.16668500741 5 10
4.17991094525 8 10
4.19321230985 7 10
4.20659548044 4 10
4.22006705657 6 10
4.23363388034 7 10
4.24730306039 4 10
4.26108199786 4 10
4.27497841466 9 10
4.28900038424 6 10
4.30315636519 7 10
4.31745523817 7 10
4.33190634649 5 10
4.3465195408 4 10
4.36130522862 6 10
4.37627442923 5 10
4.39143883477 7 10
4.40681087839 4 10
4.42240381053 5 10
4.43823178464 5 10
4.45430995358 4 10
4.4706545787 5 10
4.48728315346 6 10
4.50421454406 6 10
4.52146915008 4 10
4.53906908867 7 10
4.55703840652 4 10
4.57540332489 3 10
4.59419252417 5 10
4.61343747583 6 10
4.63317283161 4 10
4.65343688238 5 10
4.67427210198 7 10
4.69572579606 8 10
4.71785088083 6 10
4.74070682473 7 10
4.76436079535 9 10
4.7888890681 6 10
4.81437877164 7 10
4.8409300716 7 10
4.86865893179 4 10
4.8977006465 7 10
4.92821441759 7 10
4.96038937084 6 10
4.99445259144 6 10
5.0306800504 9 10
5.06941176794 7 10
5.1110733522 5 10
5.15620742767 9 10
5.20552095898 7 10
5.25995921372 4 10
5.3208266688 8 10
5.38999588299 9 10
5.47029442647 9 10
5.56629019787 9 10
5.68609831971 8 10
5.84638599875 8 10
6.09132916932 8 10
iteration:  13 Burnin: 48 Thinning: 5 Nsamples: 11443
Steps: [  7.71393254e-02   6.48882106e-01   1.60878492e-02   2.40713072e-04]
Burnin: 48 Thinning: 5 Nsamples: 11443
Steps: [ 0.06086536  0.47942958  0.01897249  0.00094783]
Steps(final): [ 0.06086536  0.47942958  0.01897249  0.00094783]
iteration:  14 Burnin: 40 Thinning: 2 Nsamples: 6919
Steps: [  7.02732756e-02   4.05946501e-01   1.62964191e-02   2.75376487e-05]
Burnin: 40 Thinning: 2 Nsamples: 6919
Steps: [  7.52376963e-02   3.63801560e-01   2.52636128e-02   2.09070298e-04]
Steps(final): [  7.52376963e-02   3.63801560e-01   2.52636128e-02
2.09070298e-04]
iteration:  15 Burnin: 29 Thinning: 4 Nsamples: 7085
Steps: [ 0.06430406  0.45041186  0.01407389  0.00074973]
Burnin: 29 Thinning: 4 Nsamples: 7085
Steps: [ 0.05404109  0.39257084  0.01641534  0.00278206]
Steps(final): [ 0.05404109  0.39257084  0.01641534  0.00278206]
iteration:  16 Burnin: 0 Thinning: 1 Nsamples: 600
Steps: [ 0.57388404  0.72552008  0.11145243  0.19145432]
Steps(final): [  2.00006886e-14   3.11121823e-14   3.64595887e-17
0.00000000e+00]
warning, confidence interval has zero length!
======================================================================
3.0 3 10
3.03438393847 2 10
3.06683976785 2 10
3.09760144961 4 10
3.1268634863 2 10
3.15478934453 4 10
3.18151774456 4 10
3.20716743383 4 10
3.23184086298 6 10
3.25562705378 4 10
3.27860386336 3 10
3.30083979103 3 10
3.32239543436 3 10
3.34332467315 2 10
3.36367564024 4 10
3.38349152356 2 10
3.40281123349 5 10
3.42166996184 6 10
3.44009965292 4 10
3.45812940282 3 10
3.47578579968 2 10
3.49309321508 3 10
3.51007405486 5 10
3.52674897593 2 10
3.54313707448 4 10
3.55925605012 5 10
3.57512234939 0 10
3.59075129199 6 10
3.60615718186 5 10
3.62135340555 6 10
3.6363525195 5 10
3.6511663277 2 10
3.66580595104 4 10
3.68028188951 5 10
3.69460407794 6 10
3.70878193635 6 10
3.72282441539 4 10
3.73674003753 5 10
3.75053693448 5 10
3.76422288134 1 10
3.77780532778 5 10
3.79129142667 4 10
3.8046880604 4 10
3.81800186517 4 10
3.83123925344 5 10
3.84440643489 4 10
3.85750943587 5 10
3.87055411763 4 10
3.88354619344 6 10
3.89649124479 4 10
3.90939473669 7 10
3.92226203224 4 10
3.93509840657 4 10
3.94790906028 6 10
3.96069913233 3 10
3.97347371267 7 10
3.98623785449 4 10
3.99899658627 5 10
4.01175492376 4 10
4.02451788173 5 10
4.03729048591 6 10
4.05007778479 7 10
4.06288486173 6 10
4.07571684715 5 10
4.08857893112 5 10
4.10147637615 4 10
4.11441453062 5 10
4.12739884254 6 10
4.14043487408 6 10
4.15352831675 4 10
4.16668500741 7 10
4.17991094525 6 10
4.19321230985 4 10
4.20659548044 4 10
4.22006705657 6 10
4.23363388034 5 10
4.24730306039 8 10
4.26108199786 6 10
4.27497841466 5 10
4.28900038424 4 10
4.30315636519 7 10
4.31745523817 8 10
4.33190634649 4 10
4.3465195408 8 10
4.36130522862 6 10
4.37627442923 5 10
4.39143883477 5 10
4.40681087839 7 10
4.42240381053 5 10
4.43823178464 5 10
4.45430995358 7 10
4.4706545787 5 10
4.48728315346 8 10
4.50421454406 7 10
4.52146915008 7 10
4.53906908867 7 10
4.55703840652 9 10
4.57540332489 5 10
4.59419252417 8 10
4.61343747583 7 10
4.63317283161 3 10
4.65343688238 5 10
4.67427210198 4 10
4.69572579606 5 10
4.71785088083 8 10
4.74070682473 6 10
4.76436079535 10 10
4.7888890681 6 10
4.81437877164 6 10
4.8409300716 6 10
4.86865893179 5 10
4.8977006465 9 10
4.92821441759 8 10
4.96038937084 5 10
4.99445259144 7 10
5.0306800504 8 10
5.06941176794 9 10
5.1110733522 7 10
5.15620742767 9 10
5.20552095898 6 10
5.25995921372 7 10
5.3208266688 7 10
5.38999588299 8 10
5.47029442647 10 10
5.56629019787 9 10
5.68609831971 8 10
5.84638599875 9 10
6.09132916932 9 10
iteration:  17 Burnin: 20 Thinning: 2 Nsamples: 2824
Steps: [ 0.08049852  0.42962016  0.02080994  0.01050456]
Burnin: 20 Thinning: 2 Nsamples: 2824
Steps: [ 0.06854383  0.47760316  0.01701096  0.01458423]
Steps(final): [ 0.06854383  0.47760316  0.01701096  0.01458423]
iteration:  18 Burnin: 0 Thinning: 1 Nsamples: 600
Steps: [ 0.76208974  2.14825139  0.17981125  0.33404957]
Steps(final): [  3.06677226e-14   2.40008264e-14   1.35421329e-16
9.22340784e-19]
warning, confidence interval has zero length!
======================================================================
3.0 3 10
3.03438393847 2 10
3.06683976785 4 10
3.09760144961 3 10
3.1268634863 3 10
3.15478934453 2 10
3.18151774456 4 10
3.20716743383 1 10
3.23184086298 5 10
3.25562705378 5 10
3.27860386336 2 10
3.30083979103 4 10
3.32239543436 5 10
3.34332467315 3 10
3.36367564024 2 10
3.38349152356 4 10
3.40281123349 4 10
3.42166996184 3 10
3.44009965292 3 10
3.45812940282 4 10
3.47578579968 5 10
3.49309321508 5 10
3.51007405486 3 10
3.52674897593 6 10
3.54313707448 5 10
3.55925605012 3 10
3.57512234939 4 10
3.59075129199 4 10
3.60615718186 2 10
3.62135340555 2 10
3.6363525195 4 10
3.6511663277 7 10
3.66580595104 5 10
3.68028188951 5 10
3.69460407794 4 10
3.70878193635 2 10
3.72282441539 3 10
3.73674003753 5 10
3.75053693448 2 10
3.76422288134 6 10
3.77780532778 5 10
3.79129142667 5 10
3.8046880604 5 10
3.81800186517 4 10
3.83123925344 3 10
3.84440643489 3 10
3.85750943587 5 10
3.87055411763 5 10
3.88354619344 7 10
3.89649124479 5 10
3.90939473669 6 10
3.92226203224 4 10
3.93509840657 5 10
3.94790906028 3 10
3.96069913233 7 10
3.97347371267 4 10
3.98623785449 5 10
3.99899658627 7 10
4.01175492376 5 10
4.02451788173 8 10
4.03729048591 3 10
4.05007778479 5 10
4.06288486173 7 10
4.07571684715 3 10
4.08857893112 3 10
4.10147637615 3 10
4.11441453062 7 10
4.12739884254 5 10
4.14043487408 5 10
4.15352831675 4 10
4.16668500741 4 10
4.17991094525 6 10
4.19321230985 7 10
4.20659548044 3 10
4.22006705657 4 10
4.23363388034 6 10
4.24730306039 7 10
4.26108199786 9 10
4.27497841466 5 10
4.28900038424 7 10
4.30315636519 5 10
4.31745523817 7 10
4.33190634649 6 10
4.3465195408 6 10
4.36130522862 7 10
4.37627442923 3 10
4.39143883477 7 10
4.40681087839 6 10
4.42240381053 5 10
4.43823178464 7 10
4.45430995358 6 10
4.4706545787 5 10
4.48728315346 8 10
4.50421454406 6 10
4.52146915008 5 10
4.53906908867 7 10
4.55703840652 5 10
4.57540332489 7 10
4.59419252417 8 10
4.61343747583 5 10
4.63317283161 6 10
4.65343688238 7 10
4.67427210198 7 10
4.69572579606 6 10
4.71785088083 8 10
4.74070682473 8 10
4.76436079535 5 10
4.7888890681 7 10
4.81437877164 6 10
4.8409300716 7 10
4.86865893179 7 10
4.8977006465 7 10
4.92821441759 5 10
4.96038937084 8 10
4.99445259144 6 10
5.0306800504 8 10
5.06941176794 5 10
5.1110733522 9 10
5.15620742767 5 10
5.20552095898 9 10
5.25995921372 8 10
5.3208266688 8 10
5.38999588299 8 10
5.47029442647 7 10
5.56629019787 6 10
5.68609831971 7 10
5.84638599875 10 10
6.09132916932 10 10
iteration:  19 Burnin: 0 Thinning: 1 Nsamples: 600
Steps: [ 0.61230756  2.19094447  0.17270668  0.32499317]
Steps(final): [  2.00006886e-14   5.51130087e-14   8.68085444e-17
0.00000000e+00]
warning, confidence interval has zero length!
======================================================================
3.0 3 10
3.03438393847 2 10
3.06683976785 3 10
3.09760144961 2 10
3.1268634863 2 10
3.15478934453 4 10
3.18151774456 1 10
3.20716743383 2 10
3.23184086298 8 10
3.25562705378 6 10
3.27860386336 4 10
3.30083979103 3 10
3.32239543436 4 10
3.34332467315 4 10
3.36367564024 2 10
3.38349152356 2 10
3.40281123349 5 10
3.42166996184 5 10
3.44009965292 2 10
3.45812940282 4 10
3.47578579968 4 10
3.49309321508 8 10
3.51007405486 3 10
3.52674897593 4 10
3.54313707448 1 10
3.55925605012 2 10
3.57512234939 6 10
3.59075129199 3 10
3.60615718186 4 10
3.62135340555 4 10
3.6363525195 7 10
3.6511663277 4 10
3.66580595104 3 10
3.68028188951 3 10
3.69460407794 5 10
3.70878193635 1 10
3.72282441539 3 10
3.73674003753 5 10
3.75053693448 1 10
3.76422288134 5 10
3.77780532778 2 10
3.79129142667 6 10
3.8046880604 3 10
3.81800186517 5 10
3.83123925344 3 10
3.84440643489 4 10
3.85750943587 6 10
3.87055411763 5 10
3.88354619344 6 10
3.89649124479 8 10
3.90939473669 4 10
3.92226203224 5 10
3.93509840657 3 10
3.94790906028 7 10
3.96069913233 3 10
3.97347371267 4 10
3.98623785449 5 10
3.99899658627 3 10
4.01175492376 5 10
4.02451788173 6 10
4.03729048591 5 10
4.05007778479 8 10
4.06288486173 4 10
4.07571684715 2 10
4.08857893112 8 10
4.10147637615 8 10
4.11441453062 6 10
4.12739884254 2 10
4.14043487408 6 10
4.15352831675 5 10
4.16668500741 8 10
4.17991094525 5 10
4.19321230985 8 10
4.20659548044 7 10
4.22006705657 5 10
4.23363388034 9 10
4.24730306039 8 10
4.26108199786 7 10
4.27497841466 6 10
4.28900038424 6 10
4.30315636519 3 10
4.31745523817 8 10
4.33190634649 5 10
4.3465195408 8 10
4.36130522862 5 10
4.37627442923 8 10
4.39143883477 6 10
4.40681087839 4 10
4.42240381053 6 10
4.43823178464 5 10
4.45430995358 6 10
4.4706545787 5 10
4.48728315346 5 10
4.50421454406 7 10
4.52146915008 6 10
4.53906908867 8 10
4.55703840652 7 10
4.57540332489 8 10
4.59419252417 9 10
4.61343747583 6 10
4.63317283161 5 10
4.65343688238 7 10
4.67427210198 8 10
4.69572579606 4 10
4.71785088083 5 10
4.74070682473 4 10
4.76436079535 7 10
4.7888890681 6 10
4.81437877164 6 10
4.8409300716 5 10
4.86865893179 7 10
4.8977006465 7 10
4.92821441759 7 10
4.96038937084 8 10
4.99445259144 8 10
5.0306800504 6 10
5.06941176794 6 10
5.1110733522 8 10
5.15620742767 7 10
5.20552095898 6 10
5.25995921372 8 10
5.3208266688 8 10
5.38999588299 10 10
5.47029442647 9 10
5.56629019787 9 10
5.68609831971 7 10
5.84638599875 9 10
6.09132916932 9 10
iteration:  20 Burnin: 29 Thinning: 3 Nsamples: 6211
Steps: [ 0.1149897   0.78031821  0.02045056  0.0254281 ]
Burnin: 29 Thinning: 3 Nsamples: 6211
Steps: [ 0.09156247  0.529539    0.01433951  0.01393776]
Steps(final): [ 0.09156247  0.529539    0.01433951  0.01393776]
iteration:  21 Burnin: 14 Thinning: 1 Nsamples: 2858
Steps: [ 0.07659413  0.39757691  0.01136256  0.00992879]
Burnin: 20 Thinning: 3 Nsamples: 4635
Steps: [ 0.07550266  0.37761406  0.01614025  0.01592215]
Burnin: 39 Thinning: 4 Nsamples: 7432
Steps: [ 0.06803238  0.61574388  0.0211748   0.02206725]
Burnin: 55 Thinning: 4 Nsamples: 20222
Steps: [ 0.12512834  0.51935307  0.01945334  0.04342927]
Burnin: 55 Thinning: 4 Nsamples: 20222
Steps: [ 0.06901213  0.41267075  0.01557493  0.02103685]
Steps(final): [ 0.06901213  0.41267075  0.01557493  0.02103685]
iteration:  22 Burnin: 0 Thinning: 1 Nsamples: 600
Steps: [ 0.46840001  2.05618494  0.15048365  0.33327255]
Steps(final): [  3.37789408e-14   6.66689621e-15   2.37855412e-16
3.96063984e-18]
warning, confidence interval has zero length!
======================================================================
3.0 2 10
3.03438393847 2 10
3.06683976785 1 10
3.09760144961 2 10
3.1268634863 1 10
3.15478934453 3 10
3.18151774456 5 10
3.20716743383 3 10
3.23184086298 3 10
3.25562705378 4 10
3.27860386336 4 10
3.30083979103 4 10
3.32239543436 2 10
3.34332467315 4 10
3.36367564024 3 10
3.38349152356 2 10
3.40281123349 1 10
3.42166996184 3 10
3.44009965292 4 10
3.45812940282 2 10
3.47578579968 5 10
3.49309321508 6 10
3.51007405486 7 10
3.52674897593 2 10
3.54313707448 5 10
3.55925605012 3 10
3.57512234939 4 10
3.59075129199 1 10
3.60615718186 3 10
3.62135340555 5 10
3.6363525195 3 10
3.6511663277 5 10
3.66580595104 2 10
3.68028188951 3 10
3.69460407794 4 10
3.70878193635 5 10
3.72282441539 5 10
3.73674003753 6 10
3.75053693448 7 10
3.76422288134 5 10
3.77780532778 2 10
3.79129142667 3 10
3.8046880604 5 10
3.81800186517 5 10
3.83123925344 7 10
3.84440643489 4 10
3.85750943587 3 10
3.87055411763 2 10
3.88354619344 7 10
3.89649124479 7 10
3.90939473669 2 10
3.92226203224 5 10
3.93509840657 2 10
3.94790906028 5 10
3.96069913233 7 10
3.97347371267 6 10
3.98623785449 3 10
3.99899658627 5 10
4.01175492376 2 10
4.02451788173 4 10
4.03729048591 4 10
4.05007778479 4 10
4.06288486173 4 10
4.07571684715 6 10
4.08857893112 3 10
4.10147637615 6 10
4.11441453062 8 10
4.12739884254 4 10
4.14043487408 4 10
4.15352831675 6 10
4.16668500741 5 10
4.17991094525 6 10
4.19321230985 4 10
4.20659548044 4 10
4.22006705657 6 10
4.23363388034 6 10
4.24730306039 5 10
4.26108199786 7 10
4.27497841466 5 10
4.28900038424 5 10
4.30315636519 7 10
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4.33190634649 5 10
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4.36130522862 5 10
4.37627442923 5 10
4.39143883477 4 10
4.40681087839 8 10
4.42240381053 9 10
4.43823178464 6 10
4.45430995358 8 10
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4.48728315346 7 10
4.50421454406 8 10
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4.53906908867 6 10
4.55703840652 6 10
4.57540332489 8 10
4.59419252417 4 10
4.61343747583 9 10
4.63317283161 4 10
4.65343688238 7 10
4.67427210198 9 10
4.69572579606 7 10
4.71785088083 6 10
4.74070682473 5 10
4.76436079535 9 10
4.7888890681 7 10
4.81437877164 7 10
4.8409300716 6 10
4.86865893179 5 10
4.8977006465 5 10
4.92821441759 9 10
4.96038937084 10 10
4.99445259144 7 10
5.0306800504 7 10
5.06941176794 6 10
5.1110733522 7 10
5.15620742767 8 10
5.20552095898 9 10
5.25995921372 8 10
5.3208266688 10 10
5.38999588299 6 10
5.47029442647 9 10
5.56629019787 8 10
5.68609831971 9 10
5.84638599875 10 10
6.09132916932 8 10
iteration:  23 Burnin: 18 Thinning: 1 Nsamples: 3343
Steps: [ 0.06431319  0.46238951  0.01527927  0.00068706]
Burnin: 18 Thinning: 2 Nsamples: 3343
Steps: [ 0.06003173  0.361429    0.01816019  0.0018029 ]
Steps(final): [ 0.06003173  0.361429    0.01816019  0.0018029 ]
iteration:  24 Burnin: 52 Thinning: 4 Nsamples: 12223
Steps: [ 0.10884952  0.60208237  0.01776387  0.01985549]


