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‎pr-previews/608/core-functionality/index.html‎

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‎pr-previews/608/developers/compiler/minituring-compiler/index.html‎

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@@ -1003,16 +1003,16 @@ <h1>Consider a probabilistic model defined by</h1>
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<span class="ansi-bold"> parameters </span><span class="ansi-bold"> mean </span><span class="ansi-bold"> std </span><span class="ansi-bold"> mcse </span><span class="ansi-bold"> ess_bulk </span><span class="ansi-bold"> ess_tail </span><span class="ansi-bold"> rh ⋯
10041004
</span><span class="ansi-bright-black-fg ansi-bold"> Symbol </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float ⋯
10051005

1006-
a 0.9761 0.9003 0.0032 80996.1504 120761.1548 1.00 ⋯
1007-
b 2.8807 0.4892 0.0012 169532.7931 212343.5210 1.00 ⋯
1006+
a 0.9770 0.9007 0.0032 80229.7949 115823.8061 1.00 ⋯
1007+
b 2.8800 0.4884 0.0012 174005.7467 215911.6290 1.00 ⋯
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</span><span class="ansi-cyan-fg ansi-bold"> 2 columns omitted
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Quantiles
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</span><span class="ansi-cyan-fg ansi-bold"> parameters </span><span class="ansi-cyan-fg ansi-bold"> 2.5% </span><span class="ansi-cyan-fg ansi-bold"> 25.0% </span><span class="ansi-cyan-fg ansi-bold"> 50.0% </span><span class="ansi-cyan-fg ansi-bold"> 75.0% </span><span class="ansi-cyan-fg ansi-bold"> 97.5%
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</span><span class="ansi-bright-black-fg ansi-bold"> Symbol </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64
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1014-
a -0.7900 0.3698 0.9736 1.5849 2.7370
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b 1.9201 2.5500 2.8813 3.2103 3.8383
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a -0.7823 0.3701 0.9769 1.5829 2.7485
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b 1.9243 2.5500 2.8801 3.2101 3.8375
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</span></pre>
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</div>
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</div>
@@ -1037,25 +1037,25 @@ <h1>Consider a probabilistic model defined by</h1>
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Iterations = 1:1:1000000
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Number of chains = 1
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Samples per chain = 1000000
1040-
Wall duration = 24.45 seconds
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Compute duration = 24.45 seconds
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Wall duration = 22.26 seconds
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Compute duration = 22.26 seconds
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parameters = a, b
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internals = lp
10441044

10451045
Summary Statistics
10461046
<span class="ansi-bold"> parameters </span><span class="ansi-bold"> mean </span><span class="ansi-bold"> std </span><span class="ansi-bold"> mcse </span><span class="ansi-bold"> ess_bulk </span><span class="ansi-bold"> ess_tail </span><span class="ansi-bold"> rh ⋯
10471047
</span><span class="ansi-bright-black-fg ansi-bold"> Symbol </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float ⋯
10481048

1049-
a 0.9780 0.9016 0.0031 82020.3602 121725.2524 1.00 ⋯
1050-
b 2.8810 0.4897 0.0012 175647.1391 216521.0287 1.00 ⋯
1049+
a 0.9759 0.8989 0.0031 81478.4379 121430.9321 1.00 ⋯
1050+
b 2.8800 0.4883 0.0012 172090.2408 212739.6918 1.00 ⋯
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</span><span class="ansi-cyan-fg ansi-bold"> 2 columns omitted
10521052

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Quantiles
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</span><span class="ansi-cyan-fg ansi-bold"> parameters </span><span class="ansi-cyan-fg ansi-bold"> 2.5% </span><span class="ansi-cyan-fg ansi-bold"> 25.0% </span><span class="ansi-cyan-fg ansi-bold"> 50.0% </span><span class="ansi-cyan-fg ansi-bold"> 75.0% </span><span class="ansi-cyan-fg ansi-bold"> 97.5%
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</span><span class="ansi-bright-black-fg ansi-bold"> Symbol </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64
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1057-
a -0.7965 0.3693 0.9783 1.5882 2.7384
1058-
b 1.9215 2.5505 2.8800 3.2120 3.8379
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a -0.7846 0.3694 0.9771 1.5821 2.7394
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b 1.9243 2.5516 2.8794 3.2091 3.8381
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</span></pre>
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‎pr-previews/608/developers/compiler/minituring-contexts/index.html‎

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@@ -995,16 +995,16 @@ <h2 class="anchored" data-anchor-id="contexts-within-contexts">Contexts within c
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<span class="ansi-bold"> parameters </span><span class="ansi-bold"> mean </span><span class="ansi-bold"> std </span><span class="ansi-bold"> mcse </span><span class="ansi-bold"> ess_bulk </span><span class="ansi-bold"> ess_tail </span><span class="ansi-bold"> rh ⋯
996996
</span><span class="ansi-bright-black-fg ansi-bold"> Symbol </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float ⋯
997997

998-
a 0.9752 0.8986 0.0031 81919.4857 120372.9676 1.00 ⋯
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b 2.8814 0.4878 0.0012 173103.2059 217966.0645 1.00 ⋯
998+
a 0.9763 0.9004 0.0031 82751.9761 122645.4106 1.00 ⋯
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b 2.8832 0.4875 0.0012 171776.8254 210946.6459 1.00 ⋯
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</span><span class="ansi-cyan-fg ansi-bold"> 2 columns omitted
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Quantiles
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</span><span class="ansi-cyan-fg ansi-bold"> parameters </span><span class="ansi-cyan-fg ansi-bold"> 2.5% </span><span class="ansi-cyan-fg ansi-bold"> 25.0% </span><span class="ansi-cyan-fg ansi-bold"> 50.0% </span><span class="ansi-cyan-fg ansi-bold"> 75.0% </span><span class="ansi-cyan-fg ansi-bold"> 97.5%
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</span><span class="ansi-bright-black-fg ansi-bold"> Symbol </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64
10051005

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a -0.7923 0.3684 0.9765 1.5835 2.7277
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b 1.9254 2.5518 2.8806 3.2100 3.8387
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a -0.7949 0.3716 0.9780 1.5831 2.7411
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b 1.9261 2.5549 2.8816 3.2127 3.8404
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</span></pre>
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<span class="ansi-bold"> parameters </span><span class="ansi-bold"> mean </span><span class="ansi-bold"> std </span><span class="ansi-bold"> mcse </span><span class="ansi-bold"> ess_bulk </span><span class="ansi-bold"> ess_tail </span><span class="ansi-bold"> rha ⋯
10261026
</span><span class="ansi-bright-black-fg ansi-bold"> Symbol </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float6 ⋯
10271027

1028-
a 0.5019 1.0016 0.0040 63377.1363 126813.6278 1.000 ⋯
1029-
b 0.4952 2.2426 0.0137 26906.3461 50835.2695 1.000 ⋯
1028+
a 0.4972 1.0022 0.0039 64698.5904 122290.6572 1.000 ⋯
1029+
b 0.4930 2.2312 0.0135 27392.8868 52279.0692 1.000 ⋯
10301030
</span><span class="ansi-cyan-fg ansi-bold"> 2 columns omitted
10311031

10321032
Quantiles
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</span><span class="ansi-cyan-fg ansi-bold"> parameters </span><span class="ansi-cyan-fg ansi-bold"> 2.5% </span><span class="ansi-cyan-fg ansi-bold"> 25.0% </span><span class="ansi-cyan-fg ansi-bold"> 50.0% </span><span class="ansi-cyan-fg ansi-bold"> 75.0% </span><span class="ansi-cyan-fg ansi-bold"> 97.5%
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</span><span class="ansi-bright-black-fg ansi-bold"> Symbol </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64
10351035

1036-
a -1.4600 -0.1731 0.5022 1.1784 2.4619
1037-
b -3.9145 -1.0156 0.4968 2.0051 4.8872
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a -1.4704 -0.1774 0.4969 1.1721 2.4601
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b -3.8937 -1.0074 0.4966 1.9922 4.8658
10381038
</span></pre>
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‎pr-previews/608/developers/compiler/model-manual/index.html‎

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@@ -781,7 +781,7 @@ <h1 class="title">Manually Defining a Model</h1>
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<div class="cell-output cell-output-stdout">
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<div class="ansi-escaped-output">
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<pre><span class="ansi-cyan-fg ansi-bold">┌ </span><span class="ansi-cyan-fg ansi-bold">Info: </span>Found initial step size
784-
<span class="ansi-cyan-fg ansi-bold">└ </span> ϵ = 3.2
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<span class="ansi-cyan-fg ansi-bold">└ </span> ϵ = 1.6
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</pre>
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@@ -792,25 +792,25 @@ <h1 class="title">Manually Defining a Model</h1>
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Iterations = 501:1:1500
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Number of chains = 1
794794
Samples per chain = 1000
795-
Wall duration = 7.22 seconds
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Compute duration = 7.22 seconds
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Wall duration = 7.78 seconds
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Compute duration = 7.78 seconds
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parameters = s², m
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internals = lp, n_steps, is_accept, acceptance_rate, log_density, hamiltonian_energy, hamiltonian_energy_error, max_hamiltonian_energy_error, tree_depth, numerical_error, step_size, nom_step_size
799799

800800
Summary Statistics
801801
<span class="ansi-bold"> parameters </span><span class="ansi-bold"> mean </span><span class="ansi-bold"> std </span><span class="ansi-bold"> mcse </span><span class="ansi-bold"> ess_bulk </span><span class="ansi-bold"> ess_tail </span><span class="ansi-bold"> rhat </span><span class="ansi-bold"> e ⋯
802802
</span><span class="ansi-bright-black-fg ansi-bold"> Symbol </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> ⋯
803803

804-
s² 1.9764 1.8850 0.1118 424.9188 360.7935 1.0068 ⋯
805-
m 1.2004 0.7541 0.0299 649.8943 553.2861 0.9993 ⋯
804+
s² 2.1088 1.7764 0.0861 526.3420 526.6393 0.9993 ⋯
805+
m 1.1326 0.9055 0.0468 417.1995 324.9278 1.0000 ⋯
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</span><span class="ansi-cyan-fg ansi-bold"> 1 column omitted
807807

808808
Quantiles
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</span><span class="ansi-cyan-fg ansi-bold"> parameters </span><span class="ansi-cyan-fg ansi-bold"> 2.5% </span><span class="ansi-cyan-fg ansi-bold"> 25.0% </span><span class="ansi-cyan-fg ansi-bold"> 50.0% </span><span class="ansi-cyan-fg ansi-bold"> 75.0% </span><span class="ansi-cyan-fg ansi-bold"> 97.5%
810810
</span><span class="ansi-bright-black-fg ansi-bold"> Symbol </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64
811811

812-
s² 0.5640 1.0055 1.4524 2.2129 6.3452
813-
m -0.2507 0.7474 1.1909 1.6659 2.7612
812+
s² 0.5653 1.0559 1.5414 2.4580 7.9572
813+
m -0.8408 0.6339 1.1605 1.6550 2.8626
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</span></pre>
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‎pr-previews/608/developers/inference/abstractmcmc-turing/index.html‎

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@@ -789,29 +789,29 @@ <h2 class="anchored" data-anchor-id="introduction">Introduction</h2>
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<div class="ansi-escaped-output">
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<pre>Chains MCMC chain (1000×3×1 Array{Float64, 3}):
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792-
Log evidence = -3.6688971182991565
792+
Log evidence = -3.737138487663251
793793
Iterations = 1:1:1000
794794
Number of chains = 1
795795
Samples per chain = 1000
796-
Wall duration = 2.3 seconds
797-
Compute duration = 2.3 seconds
796+
Wall duration = 2.52 seconds
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Compute duration = 2.52 seconds
798798
parameters = s², m
799799
internals = lp
800800

801801
Summary Statistics
802-
<span class="ansi-bold"> parameters </span><span class="ansi-bold"> mean </span><span class="ansi-bold"> std </span><span class="ansi-bold"> mcse </span><span class="ansi-bold"> ess_bulk </span><span class="ansi-bold"> ess_tail </span><span class="ansi-bold"> rhat </span><span class="ansi-bold"> ⋯
803-
</span><span class="ansi-bright-black-fg ansi-bold"> Symbol </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> ⋯
802+
<span class="ansi-bold"> parameters </span><span class="ansi-bold"> mean </span><span class="ansi-bold"> std </span><span class="ansi-bold"> mcse </span><span class="ansi-bold"> ess_bulk </span><span class="ansi-bold"> ess_tail </span><span class="ansi-bold"> rhat </span><span class="ansi-bold"> e ⋯
803+
</span><span class="ansi-bright-black-fg ansi-bold"> Symbol </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> ⋯
804804

805-
s² 2.8567 4.1230 0.1399 1008.9658 974.1928 0.9993 ⋯
806-
m -0.0331 1.6536 0.0529 984.0693 935.0420 1.0032 ⋯
805+
s² 3.0376 4.9665 0.1761 810.5962 814.6141 0.9992 ⋯
806+
m -0.0747 1.7616 0.0680 584.7917 720.8847 1.0010 ⋯
807807
</span><span class="ansi-cyan-fg ansi-bold"> 1 column omitted
808808

809809
Quantiles
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</span><span class="ansi-cyan-fg ansi-bold"> parameters </span><span class="ansi-cyan-fg ansi-bold"> 2.5% </span><span class="ansi-cyan-fg ansi-bold"> 25.0% </span><span class="ansi-cyan-fg ansi-bold"> 50.0% </span><span class="ansi-cyan-fg ansi-bold"> 75.0% </span><span class="ansi-cyan-fg ansi-bold"> 97.5%
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</span><span class="ansi-bright-black-fg ansi-bold"> Symbol </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64
812812

813-
s² 0.5009 1.0770 1.7924 3.0164 13.4678
814-
m -3.5517 -0.9915 0.0246 0.8327 3.1154
813+
s² 0.5911 1.0986 1.8121 3.1440 12.5861
814+
m -3.9070 -0.9604 -0.0453 0.9082 3.1494
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</span></pre>
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@@ -847,29 +847,29 @@ <h2 class="anchored" data-anchor-id="define-a-sampler">1. Define a Sampler</h2>
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<div class="ansi-escaped-output">
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<pre>Chains MCMC chain (1000×3×1 Array{Float64, 3}):
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850-
Log evidence = -3.762191956781653
850+
Log evidence = -3.7523551519264897
851851
Iterations = 1:1:1000
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Number of chains = 1
853853
Samples per chain = 1000
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Wall duration = 0.06 seconds
855-
Compute duration = 0.06 seconds
854+
Wall duration = 0.05 seconds
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Compute duration = 0.05 seconds
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parameters = s², m
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internals = lp
858858

859859
Summary Statistics
860-
<span class="ansi-bold"> parameters </span><span class="ansi-bold"> mean </span><span class="ansi-bold"> std </span><span class="ansi-bold"> mcse </span><span class="ansi-bold"> ess_bulk </span><span class="ansi-bold"> ess_tail </span><span class="ansi-bold"> rhat </span><span class="ansi-bold"> ⋯
861-
</span><span class="ansi-bright-black-fg ansi-bold"> Symbol </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> ⋯
860+
<span class="ansi-bold"> parameters </span><span class="ansi-bold"> mean </span><span class="ansi-bold"> std </span><span class="ansi-bold"> mcse </span><span class="ansi-bold"> ess_bulk </span><span class="ansi-bold"> ess_tail </span><span class="ansi-bold"> rhat </span><span class="ansi-bold"> e ⋯
861+
</span><span class="ansi-bright-black-fg ansi-bold"> Symbol </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> ⋯
862862

863-
s² 2.9581 5.2908 0.1768 991.6196 915.3549 0.9998 ⋯
864-
m -0.0547 1.7044 0.0530 1035.4052 1025.7469 1.0029 ⋯
863+
s² 2.8593 4.0531 0.1306 966.9100 940.5429 0.9992 ⋯
864+
m -0.0308 1.6194 0.0524 957.2807 901.4391 1.0011 ⋯
865865
</span><span class="ansi-cyan-fg ansi-bold"> 1 column omitted
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867867
Quantiles
868868
</span><span class="ansi-cyan-fg ansi-bold"> parameters </span><span class="ansi-cyan-fg ansi-bold"> 2.5% </span><span class="ansi-cyan-fg ansi-bold"> 25.0% </span><span class="ansi-cyan-fg ansi-bold"> 50.0% </span><span class="ansi-cyan-fg ansi-bold"> 75.0% </span><span class="ansi-cyan-fg ansi-bold"> 97.5%
869869
</span><span class="ansi-bright-black-fg ansi-bold"> Symbol </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64 </span><span class="ansi-bright-black-fg ansi-bold"> Float64
870870

871-
s² 0.5524 1.0801 1.8451 3.1037 13.2626
872-
m -3.6948 -0.9014 -0.0303 0.8787 3.2679
871+
s² 0.5100 1.0937 1.7543 3.0801 11.7894
872+
m -3.0340 -0.9255 -0.0493 0.8250 3.3817
873873
</span></pre>
874874
</div>
875875
</div>

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