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Final_Quantitative_output
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mixed_model_analysis
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fa_TC_DORsm-SSp_ll+SSp_ul_contralesional_END+higherstepsize_log.txt

fa_TC_DORsm-SSp_ll+SSp_ul_contralesional_END+higherstepsize_log.txt 3.5 KB
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  1. Model Name: fa_TC_DORsm-SSp_ll+SSp_ul_contralesional_END+higherstepsize
    2. 

  2.                Mixed Linear Model Regression Results
    3. 

  3. ===================================================================
    4. 

  4. Model:                 MixedLM      Dependent Variable:      Value 
    5. 

  5. No. Observations:      361          Method:                  REML  
    6. 

  6. No. Groups:            2            Scale:                   0.0010
    7. 

  7. Min. group size:       156          Log-Likelihood:          inf   
    8. 

  8. Max. group size:       205          Converged:               Yes   
    9. 

  9. Mean group size:       180.5                                       
    10. 

  10. -------------------------------------------------------------------
    11. 

  11.                  Coef.  Std.Err.   z   P>|z|    [0.025     0.975]  
    12. 

  12. -------------------------------------------------------------------
    13. 

  13. Intercept        0.000 61916.896 0.000 1.000 -121354.886 121354.886
    14. 

  14. merged_timepoint 0.001     0.000 4.218 0.000       0.000      0.001
    15. 

  15. Group Var        0.000                                             
    16. 

  16. ===================================================================
    17. 

  17. 

  18. Posthoc Analysis for Stroke:
    19. 

  19. Multiple Comparison of Means - Tukey HSD, FWER=0.05
    20. 

  20. ===================================================
    21. 

  21. group1 group2 meandiff p-adj   lower  upper  reject
    22. 

  22. ---------------------------------------------------
    23. 

  23.      0      3  -0.0056    0.9 -0.0293 0.0181  False
    24. 

  24.      0      7   0.0125 0.6816 -0.0126 0.0375  False
    25. 

  25.      0     14   0.0103  0.817 -0.0144 0.0349  False
    26. 

  26.      0     21   0.0121 0.6921 -0.0125 0.0368  False
    27. 

  27.      0     28   0.0171 0.3932 -0.0085 0.0427  False
    28. 

  28.      3      7    0.018 0.2201  -0.005 0.0411  False
    29. 

  29.      3     14   0.0158 0.3416 -0.0069 0.0385  False
    30. 

  30.      3     21   0.0177 0.2222  -0.005 0.0404  False
    31. 

  31.      3     28   0.0227 0.0698  -0.001 0.0464  False
    32. 

  32.      7     14  -0.0022    0.9 -0.0263 0.0219  False
    33. 

  33.      7     21  -0.0003    0.9 -0.0244 0.0237  False
    34. 

  34.      7     28   0.0046    0.9 -0.0204 0.0297  False
    35. 

  35.     14     21   0.0019    0.9 -0.0218 0.0256  False
    36. 

  36.     14     28   0.0068    0.9 -0.0178 0.0315  False
    37. 

  37.     21     28    0.005    0.9 -0.0197 0.0296  False
    38. 

  38. ---------------------------------------------------
    39. 

  39. Posthoc Analysis for Sham:
    40. 

  40. Multiple Comparison of Means - Tukey HSD, FWER=0.05
    41. 

  41. ===================================================
    42. 

  42. group1 group2 meandiff p-adj   lower  upper  reject
    43. 

  43. ---------------------------------------------------
    44. 

  44.      0      3   -0.006    0.9 -0.0289 0.0169  False
    45. 

  45.      0      7   0.0077    0.9 -0.0135 0.0288  False
    46. 

  46.      0     14   0.0121 0.5143 -0.0082 0.0324  False
    47. 

  47.      0     21   0.0223 0.0674 -0.0009 0.0455  False
    48. 

  48.      0     28   0.0159 0.2987 -0.0061 0.0379  False
    49. 

  49.      3      7   0.0136 0.5306 -0.0096 0.0368  False
    50. 

  50.      3     14   0.0181 0.1887 -0.0043 0.0405  False
    51. 

  51.      3     21   0.0283 0.0175  0.0032 0.0534   True
    52. 

  52.      3     28   0.0219 0.0954 -0.0021 0.0459  False
    53. 

  53.      7     14   0.0045    0.9 -0.0162 0.0251  False
    54. 

  54.      7     21   0.0146 0.4726 -0.0089 0.0382  False
    55. 

  55.      7     28   0.0083 0.8906 -0.0141 0.0306  False
    56. 

  56.     14     21   0.0102 0.7637 -0.0126  0.033  False
    57. 

  57.     14     28   0.0038    0.9 -0.0178 0.0254  False
    58. 

  58.     21     28  -0.0064    0.9 -0.0307  0.018  False
    59. 

  59. ---------------------------------------------------
    60. 

  60. Sidak Multiple Comparisons:
    61. 

  61. Group1	Group2	TimePoint	PValue	SignificantDifference
    62. 

  62. Stroke	Sham	3	[0.72175235]	No
    63. 

  63. Stroke	Sham	14	[0.55407757]	No
    64. 

  64. Stroke	Sham	21	[0.14897269]	No
    65. 

  65. Stroke	Sham	28	[0.82759446]	No
    66. 

  66. Stroke	Sham	7	[0.81498819]	No
    67. 

  67. Stroke	Sham	0	[0.7166752]	No
    68.