parameters
Processing of Model Parameters

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tests/testthat/_snaps/printing-stan.md

tests/testthat/_snaps/printing-stan.md
In parameters: Processing of Model Parameters

print brms

Code
  mp1
Output
  # Fixed Effects

  Parameter   |  Mean |         95% CI |     pd |  Rhat |     ESS
  ---------------------------------------------------------------
  (Intercept) | 39.68 | [36.12, 43.27] |   100% | 1.000 | 5242.00
  wt          | -3.21 | [-4.79, -1.65] | 99.95% | 1.000 | 2071.00
  cyl         | -1.50 | [-2.36, -0.64] | 99.95% | 1.000 | 1951.00

  # Sigma

  Parameter | Mean |       95% CI |   pd |  Rhat |     ESS
  --------------------------------------------------------
  sigma     | 2.67 | [2.06, 3.51] | 100% | 1.000 | 2390.00
Message

  Uncertainty intervals (equal-tailed) and p-values (two-tailed) computed
    using a MCMC distribution approximation.

Code
  mp2
Output
  # Fixed Effects

  Parameter   |  Mean |         95% CI |   pd |  Rhat |   ESS
  -----------------------------------------------------------
  (Intercept) | 33.55 | [24.17, 40.87] | 100% | 1.091 | 24.00
  wt          | -4.49 | [-6.95, -1.68] | 100% | 1.192 | 10.00

  # Sigma

  Parameter | Mean |       95% CI |   pd |  Rhat |    ESS
  -------------------------------------------------------
  sigma     | 2.56 | [1.95, 3.48] | 100% | 1.015 | 454.00

  # Random Effects Variances

  Parameter                |  Mean |         95% CI |     pd |  Rhat |    ESS
  ---------------------------------------------------------------------------
  SD (Intercept: cyl)      |  3.00 | [ 0.39,  9.19] |   100% | 1.080 |  32.00
  SD (Intercept: gear)     |  3.88 | [ 0.21, 10.30] |   100% | 1.010 | 424.00
  SD (wt: gear)            |  1.96 | [ 0.06,  5.06] |   100% | 1.385 |   9.00
  Cor (Intercept~wt: gear) | -0.25 | [-0.99,  0.83] | 62.48% | 1.106 |  36.00
Message

  Uncertainty intervals (equal-tailed) and p-values (two-tailed) computed
    using a MCMC distribution approximation.

Code
  mp3
Output
  # Fixed Effects

  Parameter   |   Mean |           95% CI |   pd |  Rhat |     ESS
  ----------------------------------------------------------------
  (Intercept) | 251.32 | [237.00, 265.98] | 100% | 1.001 | 1621.00
  Days        |  10.44 | [  6.84,  13.91] | 100% | 1.004 | 1161.00

  # Sigma

  Parameter |  Mean |         95% CI |   pd |  Rhat |     ESS
  -----------------------------------------------------------
  sigma     | 25.94 | [23.05, 29.38] | 100% | 1.000 | 3672.00

  # Random Effects Variances

  Parameter                     |  Mean |         95% CI |     pd |  Rhat |     ESS
  ---------------------------------------------------------------------------------
  SD (Intercept: Subject)       | 26.63 | [15.46, 42.36] |   100% | 1.002 | 1823.00
  SD (Days: Subject)            |  6.58 | [ 4.12, 10.16] |   100% | 1.000 | 1228.00
  Cor (Intercept~Days: Subject) |  0.09 | [-0.47,  0.67] | 60.42% | 1.003 |  899.00
Message

  Uncertainty intervals (equal-tailed) and p-values (two-tailed) computed
    using a MCMC distribution approximation.

Code
  mp4
Output
  # Fixed Effects

  Parameter   |   Mean |           95% CI |   pd |  Rhat |     ESS
  ----------------------------------------------------------------
  (Intercept) | 250.84 | [228.76, 272.54] | 100% | 1.003 |  786.00
  Days        |  10.37 | [  8.77,  11.96] | 100% | 0.999 | 6026.00

  # Sigma

  Parameter |  Mean |         95% CI |   pd |  Rhat |     ESS
  -----------------------------------------------------------
  sigma     | 30.03 | [26.27, 34.03] | 100% | 0.999 | 2102.00

  # Random Effects Variances

  Parameter                  |  Mean |         95% CI |   pd |  Rhat |     ESS
  ----------------------------------------------------------------------------
  SD (Intercept: grp)        |  8.22 | [ 0.44, 25.69] | 100% | 1.000 | 1604.00
  SD (Intercept: grp:subgrp) |  7.41 | [ 0.44, 16.87] | 100% | 1.003 |  770.00
  SD (Intercept: Subject)    | 38.51 | [26.89, 55.98] | 100% | 1.003 | 1254.00
Message

  Uncertainty intervals (equal-tailed) and p-values (two-tailed) computed
    using a MCMC distribution approximation.

Code
  mp5
Output
  # Fixed Effects

  Parameter   | Mean |       95% CI |     pd |  Rhat |     ESS
  ------------------------------------------------------------
  (Intercept) | 2.57 | [0.70, 4.84] | 99.42% | 1.012 |  292.00
  Petal.Width | 1.05 | [0.73, 1.37] |   100% | 1.002 | 2150.00

  # Sigma

  Parameter | Mean |       95% CI |   pd |  Rhat |     ESS
  --------------------------------------------------------
  sigma     | 0.38 | [0.34, 0.43] | 100% | 1.001 | 2642.00

  # Random Effects Variances

  Parameter               | Mean |       95% CI |   pd |  Rhat |    ESS
  ---------------------------------------------------------------------
  SD (Intercept: Species) | 1.68 | [0.64, 3.64] | 100% | 1.003 | 796.00
Message

  Uncertainty intervals (equal-tailed) and p-values (two-tailed) computed
    using a MCMC distribution approximation.

Code
  mp6
Output
  # Fixed Effects

  Parameter   |  Mean |         95% CI |     pd |  Rhat |    ESS
  --------------------------------------------------------------
  (Intercept) | 33.06 | [24.70, 40.47] |   100% | 1.006 | 744.00
  wt          | -4.39 | [-6.94, -1.76] | 99.72% | 1.025 |  83.00

  # Sigma

  Parameter | Mean |       95% CI |   pd |  Rhat |    ESS
  -------------------------------------------------------
  sigma     | 2.59 | [1.96, 3.48] | 100% | 1.010 | 608.00

  # Random Effects Variances

  Parameter                |  Mean |         95% CI |     pd |  Rhat |    ESS
  ---------------------------------------------------------------------------
  SD (Intercept: cyl)      |  3.19 | [ 0.49,  9.00] |   100% | 1.001 | 651.00
  SD (Intercept: gear)     |  3.76 | [ 0.14, 10.13] |   100% | 1.015 | 643.00
  SD (wt: gear)            |  1.47 | [ 0.06,  3.96] |   100% | 1.039 |  94.00
  Cor (Intercept~wt: gear) | -0.38 | [-0.99,  0.82] | 76.85% | 1.003 | 854.00
Message

  Uncertainty intervals (equal-tailed) and p-values (two-tailed) computed
    using a MCMC distribution approximation.

Code
  mp7
Output
  # Fixed Effects

  Parameter   |  Mean |         95% CI |   pd |  Rhat |     ESS
  -------------------------------------------------------------
  (Intercept) | -1.07 | [-1.42, -0.73] | 100% | 1.000 | 3259.00
  persons     |  0.90 | [ 0.81,  0.99] | 100% | 1.000 | 3305.00
  child       | -1.17 | [-1.37, -0.99] | 100% | 1.000 | 3224.00
  camper      |  0.74 | [ 0.56,  0.94] | 100% | 1.000 | 4166.00

  # Zero-Inflation

  Parameter   |  Mean |        95% CI |     pd |  Rhat |     ESS
  --------------------------------------------------------------
  (Intercept) | -0.58 | [-1.27, 0.08] | 95.97% | 1.000 | 4494.00
  child       |  1.24 | [ 0.71, 1.82] |   100% | 1.000 | 4195.00
  camper      | -0.62 | [-1.38, 0.11] | 94.73% | 1.000 | 4427.00

Code
  mp8
Output
  # Fixed Effects (Count Model)

  Parameter   |  Mean |         95% CI |     pd |  Rhat |    ESS
  --------------------------------------------------------------
  (Intercept) |  0.96 | [-0.81,  2.51] | 90.00% | 1.011 | 110.00
  child       | -1.16 | [-1.36, -0.94] |   100% | 0.996 | 278.00
  camper      |  0.72 | [ 0.54,  0.91] |   100% | 0.996 | 271.00

  # Fixed Effects (Zero-Inflation Component)

  Parameter   |  Mean |         95% CI |     pd |  Rhat |    ESS
  --------------------------------------------------------------
  (Intercept) | -0.51 | [-2.03,  0.89] | 78.00% | 0.997 | 138.00
  child       |  1.86 | [ 1.19,  2.54] |   100% | 0.996 | 303.00
  camper      | -0.86 | [-1.61, -0.07] | 98.40% | 0.996 | 292.00

  # Random Effects Variances

  Parameter               | Mean |       95% CI |   pd |  Rhat |    ESS
  ---------------------------------------------------------------------
  SD (Intercept: persons) | 1.58 | [0.71, 3.58] | 100% | 1.010 | 126.00

  # Random Effects (Zero-Inflation Component)

  Parameter               | Mean |       95% CI |   pd |  Rhat |    ESS
  ---------------------------------------------------------------------
  SD (Intercept: persons) | 1.49 | [0.63, 3.41] | 100% | 0.996 | 129.00

Code
  mp9
Output
  Parameter    |   Mean |           95% CI |   pd |  Rhat |     ESS
  -----------------------------------------------------------------
  Intercept[1] | -38.42 | [-67.76, -19.66] | 100% | 1.002 |  992.00
  Intercept[2] | -33.26 | [-59.09, -16.53] | 100% | 1.001 | 1039.00
  mpg          |  -1.80 | [ -3.20,  -0.90] | 100% | 1.002 | 1021.00
Message

  Uncertainty intervals (equal-tailed) and p-values (two-tailed) computed
    using a MCMC distribution approximation.


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parameters documentation built on Nov. 2, 2023, 6:13 p.m.

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