tests/testthat/_snaps/estimate_mdiff_2x2mixed.md

In rcalinjageman/esci: Estimation Statistics with Confidence Intervals

estimate_mdiff_2mixed with Self-explain data set

Code
  estimate
Output
  Analysis of raw data:
  Data frame = structure(list(Pretest = c(60, 26.67, 46.67, 46.67, 33.33, 80, 
  Outcome variable(s) = My outcome variable, My outcome variable, My outcome variable, My outcome variable, My outcome variable
  Grouping variable(s) = Condition - Time
   Analysis of raw data:
  Data frame = 20, 26.67, 33.33, 6.67, 40, 6.67, 26.67, 20, 46.67, 6.67, 33.33, 
  Outcome variable(s) = My outcome variable, My outcome variable, My outcome variable, My outcome variable, My outcome variable
  Grouping variable(s) = Condition - Time
   Analysis of raw data:
  Data frame = 33.33, 53.33, 46.67, 33.33, 46.67, 80, 60, 20, 46.67, 53.33, 
  Outcome variable(s) = My outcome variable, My outcome variable, My outcome variable, My outcome variable, My outcome variable
  Grouping variable(s) = Condition - Time
   Analysis of raw data:
  Data frame = 33.33, 46.67, 66.67, 80, 40, 33.33, 6.67, 6.67, 60, 20, 6.67, 
  Outcome variable(s) = My outcome variable, My outcome variable, My outcome variable, My outcome variable, My outcome variable
  Grouping variable(s) = Condition - Time
   Analysis of raw data:
  Data frame = 53.33, 46.67, 26.67, 33.33, 40, 60, 53.33, 40, 6.67, 40, 20, 
  Outcome variable(s) = My outcome variable, My outcome variable, My outcome variable, My outcome variable, My outcome variable
  Grouping variable(s) = Condition - Time
   Analysis of raw data:
  Data frame = 40, 60, 40), Posttest = c(53.33, 40, 33.33, 26.67, 46.67, 73.33, 
  Outcome variable(s) = My outcome variable, My outcome variable, My outcome variable, My outcome variable, My outcome variable
  Grouping variable(s) = Condition - Time
   Analysis of raw data:
  Data frame = 46.67, 33.33, 26.67, 20, 46.67, 13.33, 26.67, 26.67, 73.33, 6.67, 
  Outcome variable(s) = My outcome variable, My outcome variable, My outcome variable, My outcome variable, My outcome variable
  Grouping variable(s) = Condition - Time
   Analysis of raw data:
  Data frame = 40, 46.67, 60, 53.33, 33.33, 53.33, 80, 66.67, 33.33, 33.33, 
  Outcome variable(s) = My outcome variable, My outcome variable, My outcome variable, My outcome variable, My outcome variable
  Grouping variable(s) = Condition - Time
   Analysis of raw data:
  Data frame = 86.67, 33.33, 66.67, 66.67, 80, 40, 66.67, 20, 40, 60, 33.33, 
  Outcome variable(s) = My outcome variable, My outcome variable, My outcome variable, My outcome variable, My outcome variable
  Grouping variable(s) = Condition - Time
   Analysis of raw data:
  Data frame = 26.67, 46.67, 60, 93.33, 73.33, 53.33, 73.33, 73.33, 53.33, 0, 
  Outcome variable(s) = My outcome variable, My outcome variable, My outcome variable, My outcome variable, My outcome variable
  Grouping variable(s) = Condition - Time
   Analysis of raw data:
  Data frame = 66.67, 60, 33.33, 86.67, 33.33), Condition = structure(c(1L, 
  Outcome variable(s) = My outcome variable, My outcome variable, My outcome variable, My outcome variable, My outcome variable
  Grouping variable(s) = Condition - Time
   Analysis of raw data:
  Data frame = 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 
  Outcome variable(s) = My outcome variable, My outcome variable, My outcome variable, My outcome variable, My outcome variable
  Grouping variable(s) = Condition - Time
   Analysis of raw data:
  Data frame = 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 
  Outcome variable(s) = My outcome variable, My outcome variable, My outcome variable, My outcome variable, My outcome variable
  Grouping variable(s) = Condition - Time
   Analysis of raw data:
  Data frame = 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 
  Outcome variable(s) = My outcome variable, My outcome variable, My outcome variable, My outcome variable, My outcome variable
  Grouping variable(s) = Condition - Time
   Analysis of raw data:
  Data frame = 2L, 2L, 2L), levels = c("More Practice", "Self-Explain"), class = "factor"), 
  Outcome variable(s) = My outcome variable, My outcome variable, My outcome variable, My outcome variable, My outcome variable
  Grouping variable(s) = Condition - Time
   Analysis of raw data:
  Data frame =     esci_ov = c(56.665, 33.335, 40, 36.67, 40, 76.665, 33.335, 
  Outcome variable(s) = My outcome variable, My outcome variable, My outcome variable, My outcome variable, My outcome variable
  Grouping variable(s) = Condition - Time
   Analysis of raw data:
  Data frame =     30, 30, 13.335, 43.335, 10, 26.67, 23.335, 60, 6.67, 36.665, 
  Outcome variable(s) = My outcome variable, My outcome variable, My outcome variable, My outcome variable, My outcome variable
  Grouping variable(s) = Condition - Time
   Analysis of raw data:
  Data frame =     40, 56.665, 50, 33.33, 50, 80, 63.335, 26.665, 40, 70, 33.33, 
  Outcome variable(s) = My outcome variable, My outcome variable, My outcome variable, My outcome variable, My outcome variable
  Grouping variable(s) = Condition - Time
   Analysis of raw data:
  Data frame =     56.67, 66.67, 80, 40, 50, 13.335, 23.335, 60, 26.665, 16.67, 
  Outcome variable(s) = My outcome variable, My outcome variable, My outcome variable, My outcome variable, My outcome variable
  Grouping variable(s) = Condition - Time
   Analysis of raw data:
  Data frame =     50, 53.335, 60, 53.33, 46.665, 66.665, 63.33, 46.665, 3.335, 
  Outcome variable(s) = My outcome variable, My outcome variable, My outcome variable, My outcome variable, My outcome variable
  Grouping variable(s) = Condition - Time
   Analysis of raw data:
  Data frame =     53.335, 40, 36.665, 73.335, 36.665)), row.names = c(NA, 52L
  Outcome variable(s) = My outcome variable, My outcome variable, My outcome variable, My outcome variable, My outcome variable
  Grouping variable(s) = Condition - Time
   Analysis of raw data:
  Data frame = ), class = "data.frame")
  Outcome variable(s) = My outcome variable, My outcome variable, My outcome variable, My outcome variable, My outcome variable
  Grouping variable(s) = Condition - Time

  ---Overview---
    outcome_variable_name grouping_variable_name  grouping_variable_level
  1   My outcome variable              Condition  More Practice - Pretest
  3   My outcome variable              Condition More Practice - Posttest
  2   My outcome variable              Condition   Self-Explain - Pretest
  4   My outcome variable              Condition  Self-Explain - Posttest
        mean  mean_LL  mean_UL median median_LL median_UL       sd  min   max
  1 40.64581 33.21927 48.07234  40.00  33.99612  46.00388 20.24667 6.67 80.00
  3 46.02161 38.40936 53.63386  46.67  37.66868  55.67132 20.75297 6.67 86.67
  2 34.92095 26.67178 43.17013  40.00  28.21255  51.78745 18.12230 6.67 60.00
  4 52.06286 41.56735 62.55836  53.33  38.59458  68.06542 23.05719 0.00 93.33
       q1     q3  n missing df  mean_SE median_SE grouping_variable_A_name
  1 26.67 50.000 31       0 30 3.636409  3.063261                Condition
  3 33.33 63.335 31       0 30 3.727343  4.592595                Condition
  2 20.00 46.670 21       0 20 3.954611  6.014115                Condition
  4 33.33 66.670 21       0 20 5.031492  7.518207                Condition
    grouping_variable_B_name grouping_variable_A_level grouping_variable_B_level
  1                     Time             More Practice                   Pretest
  3                     Time             More Practice                  Posttest
  2                     Time              Self-Explain                   Pretest
  4                     Time              Self-Explain                  Posttest

  -- es_mean_difference --
           type outcome_variable_name grouping_variable_name
  1  Comparison   My outcome variable              Condition
  2   Reference   My outcome variable              Condition
  3  Difference   My outcome variable              Condition
  4  Comparison   My outcome variable                   Time
  5   Reference   My outcome variable                   Time
  6  Difference   My outcome variable                   Time
  7  Comparison   My outcome variable                   Time
  8   Reference   My outcome variable                   Time
  9  Difference   My outcome variable                   Time
  10 Comparison   My outcome variable                   Time
  11  Reference   My outcome variable                   Time
  12 Difference   My outcome variable                   Time
  13 Comparison   My outcome variable            Interaction
  14  Reference   My outcome variable            Interaction
  15 Difference   My outcome variable            Interaction
                                     effect effect_size         LL        UL
  1                            Self-Explain  43.4919048  35.092318 51.891491
  2                           More Practice  43.3337097  36.134882 50.532537
  3                              Difference   0.1581951 -10.621499 10.937889
  4                                Posttest  49.0422350  42.714312 55.370159
  5                                 Pretest  37.7833794  32.376783 43.189975
  6                              Difference  11.2588556   6.518621 15.999090
  7                                Posttest  52.0628571  41.567349 62.558365
  8                                 Pretest  34.9209524  26.671779 43.170126
  9                              Difference  17.1419048   8.528143 25.755667
  10                               Posttest  46.0216129  38.409363 53.633862
  11                                Pretest  40.6458065  33.219269 48.072344
  12                             Difference   5.3758065   1.027574  9.724039
  13  Simple effect of Time at Self-Explain  17.1419048   8.528143 25.755667
  14 Simple effect of Time at More Practice   5.3758065   1.027574  9.724039
  15              Difference of differences  11.7660983   2.285629 21.246568
           SE       df     ta_LL     ta_UL
  1  4.026718 20.00000 36.546951 50.436859
  2  3.524911 30.00000 37.351017 49.316402
  3  5.351584 44.84162 -8.830069  9.146459
  4  3.130854 39.95316 43.770196 54.314274
  5  2.686188 46.13257 33.274449 42.292310
  6  2.322984 30.60522  7.318628 15.199083
  7  5.031492 20.00000 43.384952 60.740763
  8  3.954611 20.00000 28.100363 41.741542
  9  4.129393 20.00000 10.019866 24.263943
  10 3.727343 30.00000 39.695340 52.347886
  11 3.636409 30.00000 34.473872 46.817741
  12 2.129115 30.00000  1.762143  8.989470
  13 4.129393 20.00000 10.019866 24.263943
  14 2.129115 30.00000  1.762143  8.989470
  15 4.645967 30.60522  3.885643 19.646553
                                           effect_type
  1                           Main effect of Condition
  2                           Main effect of Condition
  3                           Main effect of Condition
  4                                Main effect of Time
  5                                Main effect of Time
  6                                Main effect of Time
  7   Simple effect of Time at Condition: Self-Explain
  8   Simple effect of Time at Condition: Self-Explain
  9   Simple effect of Time at Condition: Self-Explain
  10 Simple effect of Time at Condition: More Practice
  11 Simple effect of Time at Condition: More Practice
  12 Simple effect of Time at Condition: More Practice
  13                 Interaction of Condition and Time
  14                 Interaction of Condition and Time
  15                 Interaction of Condition and Time
                       effects_complex          t            p
  1                       Self-Explain         NA           NA
  2                      More Practice         NA           NA
  3       Self-Explain ‒ More Practice 0.02956042 9.765488e-01
  4                           Posttest         NA           NA
  5                            Pretest         NA           NA
  6                 Posttest ‒ Pretest 4.84672173 3.429798e-05
  7             Self-Explain: Posttest         NA           NA
  8              Self-Explain: Pretest         NA           NA
  9   Self-Explain: Posttest ‒ Pretest 4.15119285 4.939971e-04
  10           More Practice: Posttest         NA           NA
  11            More Practice: Pretest         NA           NA
  12 More Practice: Posttest ‒ Pretest 2.52490193 1.709441e-02
  13  Self-Explain: Posttest ‒ Pretest 4.15119285 4.939971e-04
  14 More Practice: Posttest ‒ Pretest 2.52490193 1.709441e-02
  15         Difference of differences 2.53254000 1.667635e-02
  [1] "Variances are not assumed equal."

  -- es_median_difference --
           type outcome_variable_name grouping_variable_name
  1  Comparison   My outcome variable              Condition
  2   Reference   My outcome variable              Condition
  3  Difference   My outcome variable              Condition
  4  Comparison   My outcome variable                   Time
  5   Reference   My outcome variable                   Time
  6  Difference   My outcome variable                   Time
  7  Comparison   My outcome variable                   Time
  8   Reference   My outcome variable                   Time
  9  Difference   My outcome variable                   Time
  10 Comparison   My outcome variable                   Time
  11  Reference   My outcome variable                   Time
  12 Difference   My outcome variable                   Time
  13 Comparison   My outcome variable            Interaction
  14  Reference   My outcome variable            Interaction
  15 Difference   My outcome variable            Interaction
                                     effect effect_size          LL       UL
  1                            Self-Explain      46.665  37.2300064 56.09999
  2                           More Practice      43.335  37.9250472 48.74495
  3                              Difference       3.330  -6.7990095 13.45901
  4                                Posttest      50.000  41.3663993 58.63360
  5                                 Pretest      40.000  33.3858007 46.61420
  6                              Difference      10.000  -1.5748242 21.57482
  7                                Posttest      53.330  38.5945843 68.06542
  8                                 Pretest      40.000  28.2125514 51.78745
  9                              Difference      13.330  -5.5399873 32.19999
  10                               Posttest      46.670  37.6686795 55.67132
  11                                Pretest      40.000  33.9961192 46.00388
  12                             Difference       6.670  -0.6995937 14.03959
  13  Simple effect of Time at Self-Explain      13.330  -5.5399873 32.19999
  14 Simple effect of Time at More Practice       6.670  -0.6995937 14.03959
  15              Difference of differences       6.660 -13.5980189 26.91802
            SE       ta_LL    ta_UL
  1   4.813861  38.7469037 54.58310
  2   2.760231  38.7948245 47.87518
  3   5.167957  -5.1705327 11.83053
  4   4.404979  42.7544539 57.24555
  5   3.374653  34.4491890 45.55081
  6   5.905631   0.2861013 19.71390
  7   7.518207  40.9636493 65.69635
  8   6.014115  30.1076613 49.89234
  9   9.627721  -2.5061925 29.16619
  10  4.592595  39.1158537 54.22415
  11  3.063261  34.9613844 45.03862
  12  3.760066   0.4852420 12.85476
  13  9.627721  -2.5061925 29.16619
  14  3.760066   0.4852420 12.85476
  15 10.335914 -10.3410654 23.66107
                                           effect_type
  1                           Main effect of Condition
  2                           Main effect of Condition
  3                           Main effect of Condition
  4                                Main effect of Time
  5                                Main effect of Time
  6                                Main effect of Time
  7   Simple effect of Time at Condition: Self-Explain
  8   Simple effect of Time at Condition: Self-Explain
  9   Simple effect of Time at Condition: Self-Explain
  10 Simple effect of Time at Condition: More Practice
  11 Simple effect of Time at Condition: More Practice
  12 Simple effect of Time at Condition: More Practice
  13                 Interaction of Condition and Time
  14                 Interaction of Condition and Time
  15                 Interaction of Condition and Time
                       effects_complex
  1                       Self-Explain
  2                      More Practice
  3       Self-Explain ‒ More Practice
  4                           Posttest
  5                            Pretest
  6                 Posttest ‒ Pretest
  7             Self-Explain: Posttest
  8              Self-Explain: Pretest
  9   Self-Explain: Posttest ‒ Pretest
  10           More Practice: Posttest
  11            More Practice: Pretest
  12 More Practice: Posttest ‒ Pretest
  13  Self-Explain: Posttest ‒ Pretest
  14 More Practice: Posttest ‒ Pretest
  15         Difference of differences

  -- es_smd --
    outcome_variable_name grouping_variable_name                    effect
  1   My outcome variable              Condition                Difference
  2   My outcome variable                   Time                Difference
  3   My outcome variable                   Time                Difference
  4   My outcome variable                   Time                Difference
  5   My outcome variable            Interaction Difference of differences
    effect_size          LL        UL  numerator denominator        SE  df
  1 0.007556428 -0.51177959 0.5271238  0.1581951    20.61956 0.2650312 100
  2 0.540648193  0.32014425 0.7719116 11.2588556    20.61956 0.1152489 100
  3 0.810291854  0.42913484 1.2335490 17.1419048    20.61956 0.2052115 100
  4 0.256331859  0.05498837 0.4664395  5.3758065    20.61956 0.1049639 100
  5 0.562025551  0.11886097 1.0223950 11.7660983    20.61956 0.2304976 100
       d_biased                                       effect_type
  1 0.007672088                          Main effect of Condition
  2 0.546027909                               Main effect of Time
  3 0.831341901  Simple effect of Time at Condition: Self-Explain
  4 0.260713918 Simple effect of Time at Condition: More Practice
  5 0.570627983                 Interaction of Condition and Time
                      effects_complex
  1      Self-Explain ‒ More Practice
  2                Posttest ‒ Pretest
  3  Self-Explain: Posttest ‒ Pretest
  4 More Practice: Posttest ‒ Pretest
  5         Difference of differences
  This standardized mean difference is called d_avg because the standardizer used was s_avg. d_avg has been corrected for bias. Correction for bias can be important when df < 50.  See the rightmost column for the biased value.


  Note: LL and UL are lower and upper boundaries of confidence intervals with 95% expected coverage.

Compare estimate_mdiff_2mixed to statpsych::ci.2x2.mean.mixed, Example

Code
  estimates
Output
  Analysis of raw data:
  Data frame = structure(list(pretest = c(19, 18, 19, 20, 17, 16, 16, 10, 12, 
  Outcome variable(s) = My outcome variable, My outcome variable, My outcome variable, My outcome variable, My outcome variable
  Grouping variable(s) = Between - Rmeasures
   Analysis of raw data:
  Data frame = 9, 13, 15), posttest = c(18, 19, 20, 17, 20, 16, 19, 16, 16, 
  Outcome variable(s) = My outcome variable, My outcome variable, My outcome variable, My outcome variable, My outcome variable
  Grouping variable(s) = Between - Rmeasures
   Analysis of raw data:
  Data frame = 14, 16, 18), Between = structure(c(1L, 1L, 1L, 1L, 1L, 1L, 2L, 
  Outcome variable(s) = My outcome variable, My outcome variable, My outcome variable, My outcome variable, My outcome variable
  Grouping variable(s) = Between - Rmeasures
   Analysis of raw data:
  Data frame = 2L, 2L, 2L, 2L, 2L), levels = c("B1", "B2"), class = "factor"), 
  Outcome variable(s) = My outcome variable, My outcome variable, My outcome variable, My outcome variable, My outcome variable
  Grouping variable(s) = Between - Rmeasures
   Analysis of raw data:
  Data frame =     esci_ov = c(18.5, 18.5, 19.5, 18.5, 18.5, 16, 17.5, 13, 14, 
  Outcome variable(s) = My outcome variable, My outcome variable, My outcome variable, My outcome variable, My outcome variable
  Grouping variable(s) = Between - Rmeasures
   Analysis of raw data:
  Data frame =     11.5, 14.5, 16.5)), row.names = c(NA, 12L), class = "data.frame")
  Outcome variable(s) = My outcome variable, My outcome variable, My outcome variable, My outcome variable, My outcome variable
  Grouping variable(s) = Between - Rmeasures

  ---Overview---
    outcome_variable_name grouping_variable_name grouping_variable_level     mean
  1   My outcome variable                Between            B1 - pretest 18.16667
  3   My outcome variable                Between           B1 - posttest 18.33333
  2   My outcome variable                Between            B2 - pretest 12.50000
  4   My outcome variable                Between           B2 - posttest 16.50000
      mean_LL  mean_UL median median_LL median_UL       sd min max    q1    q3 n
  1 15.743650 20.58968   18.5 16.108190  20.89181 1.471960  16  20 17.25 19.00 6
  3 15.645238 21.02143   18.5 16.108190  20.89181 1.632993  16  20 17.25 19.75 6
  2  7.991927 17.00807   12.5  8.314333  16.68567 2.738613   9  16 10.50 14.50 6
  4 13.601715 19.39829   16.0 13.010238  18.98976 1.760682  14  19 16.00 17.50 6
    missing df   mean_SE median_SE grouping_variable_A_name
  1       0  5 0.6009252 0.9285591                  Between
  3       0  5 0.6666667 0.9285591                  Between
  2       0  5 1.1180340 1.6249785                  Between
  4       0  5 0.7187953 1.1606989                  Between
    grouping_variable_B_name grouping_variable_A_level grouping_variable_B_level
  1                Rmeasures                        B1                   pretest
  3                Rmeasures                        B1                  posttest
  2                Rmeasures                        B2                   pretest
  4                Rmeasures                        B2                  posttest

  -- es_mean_difference --
           type outcome_variable_name grouping_variable_name
  1  Comparison   My outcome variable                Between
  2   Reference   My outcome variable                Between
  3  Difference   My outcome variable                Between
  4  Comparison   My outcome variable              Rmeasures
  5   Reference   My outcome variable              Rmeasures
  6  Difference   My outcome variable              Rmeasures
  7  Comparison   My outcome variable              Rmeasures
  8   Reference   My outcome variable              Rmeasures
  9  Difference   My outcome variable              Rmeasures
  10 Comparison   My outcome variable              Rmeasures
  11  Reference   My outcome variable              Rmeasures
  12 Difference   My outcome variable              Rmeasures
  13 Comparison   My outcome variable            Interaction
  14  Reference   My outcome variable            Interaction
  15 Difference   My outcome variable            Interaction
                               effect effect_size         LL         UL        SE
  1                                B2  14.5000000 10.8561681 18.1438319 0.9036961
  2                                B1  18.2500000 16.3197585 20.1802415 0.4787136
  3                        Difference  -3.7500000 -7.2343751 -0.2656249 1.0226599
  4                          posttest  17.4166667 15.8611808 18.9721526 0.4901814
  5                           pretest  15.3333333 13.1766359 17.4900308 0.6346478
  6                        Difference   2.0833333  0.4582355  3.7084312 0.4901814
  7                          posttest  16.5000000 13.6017146 19.3982854 0.7187953
  8                           pretest  12.5000000  7.9919271 17.0080729 1.1180340
  9                        Difference   4.0000000  1.9178103  6.0821897 0.5163978
  10                         posttest  18.3333333 15.6452380 21.0214287 0.6666667
  11                          pretest  18.1666667 15.7436503 20.5896830 0.6009252
  12                       Difference   0.1666667 -3.1934525  3.5267858 0.8333333
  13 Simple effect of Rmeasures at B2   4.0000000  1.9178103  6.0821897 0.5163978
  14 Simple effect of Rmeasures at B1   0.1666667 -3.1934525  3.5267858 0.8333333
  15        Difference of differences   3.8333333  0.5831376  7.0835290 0.9803627
           df      ta_LL      ta_UL                               effect_type
  1  5.000000 11.4591258 17.5408742                    Main effect of Between
  2  5.000000 16.6391624 19.8608376                    Main effect of Between
  3  7.601289 -6.7495135 -0.7504865                    Main effect of Between
  4  9.943850 16.0605058 18.7728276                  Main effect of Rmeasures
  5  7.666363 13.4758689 17.1907977                  Main effect of Rmeasures
  6  8.346534  0.6774755  3.4891912                  Main effect of Rmeasures
  7  5.000000 14.0813042 18.9186958 Simple effect of Rmeasures at Between: B2
  8  5.000000  8.7378939 16.2621061 Simple effect of Rmeasures at Between: B2
  9  5.000000  2.2623576  5.7376424 Simple effect of Rmeasures at Between: B2
  10 5.000000 16.0900467 20.5766200 Simple effect of Rmeasures at Between: B1
  11 5.000000 16.1445954 20.1887379 Simple effect of Rmeasures at Between: B1
  12 5.000000 -2.6374417  2.9707750 Simple effect of Rmeasures at Between: B1
  13 5.000000  2.2623576  5.7376424      Interaction of Between and Rmeasures
  14 5.000000 -2.6374417  2.9707750      Interaction of Between and Rmeasures
  15 8.346534  1.0216176  6.6450491      Interaction of Between and Rmeasures
               effects_complex         t            p
  1                         B2        NA           NA
  2                         B1        NA           NA
  3                    B2 ‒ B1 -3.666908 0.0069250119
  4                   posttest        NA           NA
  5                    pretest        NA           NA
  6         posttest ‒ pretest  4.250128 0.0025414549
  7               B2: posttest        NA           NA
  8                B2: pretest        NA           NA
  9     B2: posttest ‒ pretest  7.745967 0.0005732451
  10              B1: posttest        NA           NA
  11               B1: pretest        NA           NA
  12    B1: posttest ‒ pretest  0.200000 0.8493605140
  13    B2: posttest ‒ pretest  7.745967 0.0005732451
  14    B1: posttest ‒ pretest  0.200000 0.8493605140
  15 Difference of differences  3.910117 0.0041247610
  [1] "Variances are not assumed equal."

  -- es_median_difference --
           type outcome_variable_name grouping_variable_name
  1  Comparison   My outcome variable                Between
  2   Reference   My outcome variable                Between
  3  Difference   My outcome variable                Between
  4  Comparison   My outcome variable              Rmeasures
  5   Reference   My outcome variable              Rmeasures
  6  Difference   My outcome variable              Rmeasures
  7  Comparison   My outcome variable              Rmeasures
  8   Reference   My outcome variable              Rmeasures
  9  Difference   My outcome variable              Rmeasures
  10 Comparison   My outcome variable              Rmeasures
  11  Reference   My outcome variable              Rmeasures
  12 Difference   My outcome variable              Rmeasures
  13 Comparison   My outcome variable            Interaction
  14  Reference   My outcome variable            Interaction
  15 Difference   My outcome variable            Interaction
                               effect effect_size         LL         UL        SE
  1                                B2       14.25 11.6781093 16.8218907 0.9984710
  2                                B1       18.50 16.8087351 20.1912649 0.6565905
  3                        Difference       -4.25 -7.7256273 -0.7743727 1.3493236
  4                          posttest       17.25 15.3356181 19.1643819 0.7432099
  5                           pretest       15.50 13.0895766 17.9104234 0.9357854
  6                        Difference        1.75 -0.8710709  4.3710709 1.0175639
  7                          posttest       16.00 13.0102377 18.9897623 1.1606989
  8                           pretest       12.50  8.3143328 16.6856672 1.6249785
  9                        Difference        3.50 -2.2973641  9.2973641 2.2506787
  10                         posttest       18.50 16.1081902 20.8918098 0.9285591
  11                          pretest       18.50 16.1081902 20.8918098 0.9285591
  12                       Difference        0.00 -3.8354283  3.8354283 1.4890072
  13 Simple effect of Rmeasures at B2        3.50 -2.2973641  9.2973641 2.2506787
  14 Simple effect of Rmeasures at B1        0.00 -3.8354283  3.8354283 1.4890072
  15        Difference of differences        3.50 -3.4512546 10.4512546 2.6986472
          ta_LL     ta_UL                               effect_type
  1  11.9272092 16.572791                    Main effect of Between
  2  16.9725422 20.027458                    Main effect of Between
  3  -7.3889961 -1.111004                    Main effect of Between
  4  15.5210352 18.978965                  Main effect of Rmeasures
  5  13.3230377 17.676962                  Main effect of Rmeasures
  6  -0.6172076  4.117208                  Main effect of Rmeasures
  7  13.2998106 18.700189 Simple effect of Rmeasures at Between: B2
  8   8.7197348 16.280265 Simple effect of Rmeasures at Between: B2
  9  -1.7358616  8.735862 Simple effect of Rmeasures at Between: B2
  10 16.3398485 20.660152 Simple effect of Rmeasures at Between: B1
  11 16.3398485 20.660152 Simple effect of Rmeasures at Between: B1
  12 -3.4639487  3.463949 Simple effect of Rmeasures at Between: B1
  13 -1.7358616  8.735862      Interaction of Between and Rmeasures
  14 -3.4639487  3.463949      Interaction of Between and Rmeasures
  15 -2.7779923  9.777992      Interaction of Between and Rmeasures
               effects_complex
  1                         B2
  2                         B1
  3                    B2 ‒ B1
  4                   posttest
  5                    pretest
  6         posttest ‒ pretest
  7               B2: posttest
  8                B2: pretest
  9     B2: posttest ‒ pretest
  10              B1: posttest
  11               B1: pretest
  12    B1: posttest ‒ pretest
  13    B2: posttest ‒ pretest
  14    B1: posttest ‒ pretest
  15 Difference of differences

  -- es_smd --
    outcome_variable_name grouping_variable_name                    effect
  1   My outcome variable                Between                Difference
  2   My outcome variable              Rmeasures                Difference
  3   My outcome variable              Rmeasures                Difference
  4   My outcome variable              Rmeasures                Difference
  5   My outcome variable            Interaction Difference of differences
    effect_size         LL         UL  numerator denominator        SE df
  1 -1.76225718 -3.3637051 -0.4545188 -3.7500000    1.964264 0.5647087 20
  2  1.01125934  0.3399783  1.7812572  2.0833333    1.964264 0.2797699 20
  3  1.82139908  1.2647697  2.8080024  4.0000000    1.964264 0.2995604 20
  4  0.07589163 -1.1130248  1.2827236  0.1666667    1.964264 0.4650441 20
  5  1.80141845  0.5279724  3.3751009  3.8333333    1.964264 0.5526625 20
       d_biased                               effect_type
  1 -1.90911195                    Main effect of Between
  2  1.06061775                  Main effect of Rmeasures
  3  2.03638608 Simple effect of Rmeasures at Between: B2
  4  0.08484942 Simple effect of Rmeasures at Between: B1
  5  1.95153666      Interaction of Between and Rmeasures
              effects_complex
  1                   B2 ‒ B1
  2        posttest ‒ pretest
  3    B2: posttest ‒ pretest
  4    B1: posttest ‒ pretest
  5 Difference of differences
  This standardized mean difference is called d_avg because the standardizer used was s_avg. d_avg has been corrected for bias. Correction for bias can be important when df < 50.  See the rightmost column for the biased value.


  Note: LL and UL are lower and upper boundaries of confidence intervals with 99% expected coverage.

rcalinjageman/esci documentation built on Dec. 23, 2024, 2:37 p.m.