tests/testthat/_snaps/compare_parameters.md

In easystats/parameters: Processing of Model Parameters

compare_parameters, proper printing for CI=NULL #820

Code
  compare_parameters(m1, m2, ci = NULL)
Output
  Parameter    |    m1 |    m2
  ----------------------------
  (Intercept)  | 30.10 | 30.10
  hp           | -0.07 | -0.07
  ----------------------------
  Observations |    32 |    32

compare_parameters, correct random effects

Code
  cp
Output
  # Fixed Effects

  Parameter   |                   m0 |                   m1 |                   m2
  --------------------------------------------------------------------------------
  (Intercept) |  0.91 ( 0.75,  1.07) |  0.68 (-0.54,  1.91) |  1.41 ( 1.06,  1.75)
  child       | -1.23 (-1.39, -1.08) | -1.67 (-1.84, -1.51) | -0.53 (-0.77, -0.29)
  camper (1)  |  1.05 ( 0.88,  1.23) |  0.94 ( 0.77,  1.12) |  0.58 ( 0.39,  0.78)
  zg          |                      |                      |  0.13 ( 0.05,  0.21)

  # Fixed Effects (Zero-Inflation Component)

  Parameter   | m0 | m1 |                   m2
  --------------------------------------------
  (Intercept) |    |    | -0.92 (-2.07,  0.22)
  child       |    |    |  1.96 ( 1.38,  2.54)

  # Random Effects

  Parameter               | m0 |                   m1 |                   m2
  --------------------------------------------------------------------------
  SD (Intercept: ID)      |    |  0.27 ( 0.11,  0.63) |  0.28 ( 0.13,  0.60)
  SD (Intercept: persons) |    |  1.21 ( 0.60,  2.43) |

  # Random Effects (Zero-Inflation Component)

  Parameter               | m0 | m1 |                   m2
  --------------------------------------------------------
  SD (Intercept: persons) |    |    |  1.08 ( 0.49,  2.37)

compare_parameters, print_md

Code
  print(out)
Output
  +----------------+-----------------------+--------+----------------------+--------+
  |                | lm1                            | lm2                           |
  +----------------+-----------------------+--------+----------------------+--------+
  | Parameter      | Estimate (ci)         | p      | Estimate (ci)        | p      |
  +================+=======================+========+======================+========+
  | *Groups*                                                                        |
  +----------------+-----------------------+--------+----------------------+--------+
  | grp (2)        | -4.31 (-15.95, 7.32)  | 0.465  | 0.32 (-22.56, 23.20) | 0.978  |
  +----------------+-----------------------+--------+----------------------+--------+
  | grp (3)        | -1.31 (-13.47, 10.84) | 0.831  | 3.77 (-19.72, 27.26) | 0.752  |
  +----------------+-----------------------+--------+----------------------+--------+
  | *Interactions*                                                                  |
  +----------------+-----------------------+--------+----------------------+--------+
  | Days * grp (2) |                       |        | -1.01 (-5.35, 3.32)  | 0.645  |
  +----------------+-----------------------+--------+----------------------+--------+
  | Days * grp (3) |                       |        | -1.11 (-5.53, 3.31)  | 0.621  |
  +----------------+-----------------------+--------+----------------------+--------+
  | *Controls*                                                                      |
  +----------------+-----------------------+--------+----------------------+--------+
  | Days           | 10.44 (8.84, 12.03)   | <0.001 | 11.23 (7.87, 14.60)  | <0.001 |
  +----------------+-----------------------+--------+----------------------+--------+
  |                |                       |        |                      |        |
  +----------------+-----------------------+--------+----------------------+--------+
  | Observations   | 180                   |        | 180                  |        |
  +----------------+-----------------------+--------+----------------------+--------+

Code
  print_md(cp)
Output
  +-------------------------+-----------------------+--------+----------------------+--------+
  |                         | lm1                            | lm2                           |
  +-------------------------+-----------------------+--------+----------------------+--------+
  | Parameter               | Estimate (ci)         | p      | Estimate (ci)        | p      |
  +=========================+=======================+========+======================+========+
  | Fixed Effects                                                                            |
  +-------------------------+-----------------------+--------+----------------------+--------+
  | Days                    | 10.44 (8.84, 12.03)   | <0.001 | 11.23 (7.87, 14.60)  | <0.001 |
  +-------------------------+-----------------------+--------+----------------------+--------+
  | grp (2)                 | -4.31 (-15.95, 7.32)  | 0.465  | 0.32 (-22.56, 23.20) | 0.978  |
  +-------------------------+-----------------------+--------+----------------------+--------+
  | grp (3)                 | -1.31 (-13.47, 10.84) | 0.831  | 3.77 (-19.72, 27.26) | 0.752  |
  +-------------------------+-----------------------+--------+----------------------+--------+
  | Days * grp (2)          |                       |        | -1.01 (-5.35, 3.32)  | 0.645  |
  +-------------------------+-----------------------+--------+----------------------+--------+
  | Days * grp (3)          |                       |        | -1.11 (-5.53, 3.31)  | 0.621  |
  +-------------------------+-----------------------+--------+----------------------+--------+
  | Random Effects                                                                           |
  +-------------------------+-----------------------+--------+----------------------+--------+
  | SD (Intercept: Subject) | 37.06 (25.85, 53.13)  |        | 37.08 (25.85, 53.19) |        |
  +-------------------------+-----------------------+--------+----------------------+--------+
  | SD (Residual)           | 31.13 (27.89, 34.75)  |        | 31.30 (28.02, 34.96) |        |
  +-------------------------+-----------------------+--------+----------------------+--------+

Code
  print(out)
Output
  +----------------+-----------------------+--------+----------------------+--------+
  |                | lm1                            | lm2                           |
  +----------------+-----------------------+--------+----------------------+--------+
  | Parameter      | Estimate (ci)         | p      | Estimate (ci)        | p      |
  +================+=======================+========+======================+========+
  | *Groups*                                                                        |
  +----------------+-----------------------+--------+----------------------+--------+
  | grp (1)        | 0.00                  |        | 0.00                 |        |
  +----------------+-----------------------+--------+----------------------+--------+
  | grp (2)        | -4.31 (-15.95, 7.32)  | 0.465  | 0.32 (-22.56, 23.20) | 0.978  |
  +----------------+-----------------------+--------+----------------------+--------+
  | grp (3)        | -1.31 (-13.47, 10.84) | 0.831  | 3.77 (-19.72, 27.26) | 0.752  |
  +----------------+-----------------------+--------+----------------------+--------+
  | *Interactions*                                                                  |
  +----------------+-----------------------+--------+----------------------+--------+
  | Days * grp (2) |                       |        | -1.01 (-5.35, 3.32)  | 0.645  |
  +----------------+-----------------------+--------+----------------------+--------+
  | Days * grp (3) |                       |        | -1.11 (-5.53, 3.31)  | 0.621  |
  +----------------+-----------------------+--------+----------------------+--------+
  | *Controls*                                                                      |
  +----------------+-----------------------+--------+----------------------+--------+
  | Days           | 10.44 (8.84, 12.03)   | <0.001 | 11.23 (7.87, 14.60)  | <0.001 |
  +----------------+-----------------------+--------+----------------------+--------+
  |                |                       |        |                      |        |
  +----------------+-----------------------+--------+----------------------+--------+
  | Observations   | 180                   |        | 180                  |        |
  +----------------+-----------------------+--------+----------------------+--------+

Code
  print(out)
Output
  +----------------+-----------------------+----------------------+
  | Parameter      | lm1                   | lm2                  |
  +================+=======================+======================+
  | *Groups*                                                      |
  +----------------+-----------------------+----------------------+
  | grp (1)        | 0.00                  | 0.00                 |
  +----------------+-----------------------+----------------------+
  | grp (2)        | -4.31 (-15.95, 7.32)  | 0.32 (-22.56, 23.20) |
  +----------------+-----------------------+----------------------+
  | grp (3)        | -1.31 (-13.47, 10.84) | 3.77 (-19.72, 27.26) |
  +----------------+-----------------------+----------------------+
  | *Interactions*                                                |
  +----------------+-----------------------+----------------------+
  | Days * grp (2) |                       | -1.01 (-5.35, 3.32)  |
  +----------------+-----------------------+----------------------+
  | Days * grp (3) |                       | -1.11 (-5.53, 3.31)  |
  +----------------+-----------------------+----------------------+
  | *Controls*                                                    |
  +----------------+-----------------------+----------------------+
  | Days           | 10.44 (8.84, 12.03)   | 11.23 (7.87, 14.60)  |
  +----------------+-----------------------+----------------------+
  |                |                       |                      |
  +----------------+-----------------------+----------------------+
  | Observations   | 180                   | 180                  |
  +----------------+-----------------------+----------------------+

easystats/parameters documentation built on April 27, 2024, 7:28 p.m.