========== 线性混合效应模型结果 ==========
固定效应：平面位置（参照=右后方）、竖向高度（参照=低于叠石1/2）及交互项
随机效应：被试随机截距，场景随机截距

---------- 量表信度与结构 ----------
Cronbach's alpha（四维度）: 0.8285
四维度相关矩阵：
评分维度    形式美   艺术造型   空间布局   文化意境
评分维度                            
形式美   1.000  0.553  0.529  0.551
艺术造型  0.553  1.000  0.548  0.550
空间布局  0.529  0.548  1.000  0.551
文化意境  0.551  0.550  0.551  1.000

---------- 关键对比 ----------
前方/侧前方高潜力组 vs 后方低潜力组
n=124, left_mean=3.796, right_mean=3.773, diff=0.024, 95%CI=(-0.041, 0.089), t=0.721, p=0.472, dz=0.065

高度1/2 vs 高度3
n=124, left_mean=3.807, right_mean=3.736, diff=0.071, 95%CI=(-0.009, 0.151), t=1.747, p=0.083, dz=0.157

前方/侧前方 vs 后方
n=124, left_mean=3.766, right_mean=3.801, diff=-0.036, 95%CI=(-0.077, 0.006), t=-1.690, p=0.094, dz=-0.152

---------- 综合得分模型 ----------
                                       Mixed Linear Model Regression Results
====================================================================================================================
Model:                                MixedLM                     Dependent Variable:                     综合得分      
No. Observations:                     1488                        Method:                                 REML      
No. Groups:                           124                         Scale:                                  0.1793    
Min. group size:                      12                          Log-Likelihood:                         -1249.5101
Max. group size:                      12                          Converged:                              Yes       
Mean group size:                      12.0                                                                          
--------------------------------------------------------------------------------------------------------------------
                                                                          Coef.  Std.Err.   z    P>|z| [0.025 0.975]
--------------------------------------------------------------------------------------------------------------------
Intercept                                                                  3.768    0.085 44.136 0.000  3.601  3.935
C(平面位置, Treatment(reference=3))[T.1]                                      -0.052    0.060 -0.867 0.386 -0.171  0.066
C(平面位置, Treatment(reference=3))[T.2]                                      -0.000    0.060 -0.000 1.000 -0.118  0.118
C(平面位置, Treatment(reference=3))[T.4]                                      -0.075    0.060 -1.234 0.217 -0.193  0.044
C(竖向高度, Treatment(reference=3))[T.1]                                       0.046    0.060  0.767 0.443 -0.072  0.165
C(竖向高度, Treatment(reference=3))[T.2]                                       0.046    0.060  0.767 0.443 -0.072  0.165
C(平面位置, Treatment(reference=3))[T.1]:C(竖向高度, Treatment(reference=3))[T.1]  0.071    0.085  0.825 0.409 -0.097  0.238
C(平面位置, Treatment(reference=3))[T.2]:C(竖向高度, Treatment(reference=3))[T.1] -0.018    0.085 -0.212 0.832 -0.186  0.149
C(平面位置, Treatment(reference=3))[T.4]:C(竖向高度, Treatment(reference=3))[T.1]  0.038    0.085  0.448 0.654 -0.129  0.206
C(平面位置, Treatment(reference=3))[T.1]:C(竖向高度, Treatment(reference=3))[T.2]  0.028    0.085  0.330 0.741 -0.139  0.196
C(平面位置, Treatment(reference=3))[T.2]:C(竖向高度, Treatment(reference=3))[T.2]  0.032    0.085  0.377 0.706 -0.135  0.200
C(平面位置, Treatment(reference=3))[T.4]:C(竖向高度, Treatment(reference=3))[T.2]  0.044    0.085  0.519 0.604 -0.123  0.212
Group Var                                                                  0.677                                    
场景 Var                                                                     0.047                                    
====================================================================================================================


---------- 形式美模型 ----------
                                       Mixed Linear Model Regression Results
====================================================================================================================
Model:                                MixedLM                     Dependent Variable:                     评分值       
No. Observations:                     1488                        Method:                                 REML      
No. Groups:                           124                         Scale:                                  0.3770    
Min. group size:                      12                          Log-Likelihood:                         -1953.7684
Max. group size:                      12                          Converged:                              Yes       
Mean group size:                      12.0                                                                          
--------------------------------------------------------------------------------------------------------------------
                                                                          Coef.  Std.Err.   z    P>|z| [0.025 0.975]
--------------------------------------------------------------------------------------------------------------------
Intercept                                                                  3.782    0.103 36.770 0.000  3.581  3.984
C(平面位置, Treatment(reference=3))[T.1]                                      -0.048    0.102 -0.477 0.634 -0.247  0.151
C(平面位置, Treatment(reference=3))[T.2]                                       0.032    0.102  0.318 0.751 -0.167  0.231
C(平面位置, Treatment(reference=3))[T.4]                                      -0.032    0.102 -0.318 0.751 -0.231  0.167
C(竖向高度, Treatment(reference=3))[T.1]                                       0.073    0.102  0.715 0.475 -0.126  0.272
C(竖向高度, Treatment(reference=3))[T.2]                                       0.073    0.102  0.715 0.475 -0.126  0.272
C(平面位置, Treatment(reference=3))[T.1]:C(竖向高度, Treatment(reference=3))[T.1]  0.024    0.144  0.168 0.866 -0.257  0.306
C(平面位置, Treatment(reference=3))[T.2]:C(竖向高度, Treatment(reference=3))[T.1] -0.137    0.144 -0.955 0.340 -0.419  0.144
C(平面位置, Treatment(reference=3))[T.4]:C(竖向高度, Treatment(reference=3))[T.1] -0.065    0.144 -0.449 0.653 -0.346  0.217
C(平面位置, Treatment(reference=3))[T.1]:C(竖向高度, Treatment(reference=3))[T.2] -0.065    0.144 -0.449 0.653 -0.346  0.217
C(平面位置, Treatment(reference=3))[T.2]:C(竖向高度, Treatment(reference=3))[T.2]  0.024    0.144  0.168 0.866 -0.257  0.306
C(平面位置, Treatment(reference=3))[T.4]:C(竖向高度, Treatment(reference=3))[T.2]  0.056    0.144  0.393 0.694 -0.225  0.338
Group Var                                                                  0.673                                    
场景 Var                                                                     0.262                                    
====================================================================================================================


---------- 艺术造型模型 ----------
                                       Mixed Linear Model Regression Results
====================================================================================================================
Model:                                MixedLM                     Dependent Variable:                     评分值       
No. Observations:                     1488                        Method:                                 REML      
No. Groups:                           124                         Scale:                                  0.3924    
Min. group size:                      12                          Log-Likelihood:                         -1991.5712
Max. group size:                      12                          Converged:                              Yes       
Mean group size:                      12.0                                                                          
--------------------------------------------------------------------------------------------------------------------
                                                                          Coef.  Std.Err.   z    P>|z| [0.025 0.975]
--------------------------------------------------------------------------------------------------------------------
Intercept                                                                  3.734    0.104 35.867 0.000  3.530  3.938
C(平面位置, Treatment(reference=3))[T.1]                                      -0.177    0.104 -1.699 0.089 -0.382  0.027
C(平面位置, Treatment(reference=3))[T.2]                                       0.008    0.104  0.077 0.938 -0.197  0.213
C(平面位置, Treatment(reference=3))[T.4]                                       0.008    0.104  0.077 0.938 -0.197  0.213
C(竖向高度, Treatment(reference=3))[T.1]                                       0.169    0.104  1.622 0.105 -0.035  0.374
C(竖向高度, Treatment(reference=3))[T.2]                                       0.185    0.104  1.776 0.076 -0.019  0.390
C(平面位置, Treatment(reference=3))[T.1]:C(竖向高度, Treatment(reference=3))[T.1]  0.121    0.148  0.819 0.413 -0.169  0.410
C(平面位置, Treatment(reference=3))[T.2]:C(竖向高度, Treatment(reference=3))[T.1] -0.089    0.148 -0.601 0.548 -0.378  0.201
C(平面位置, Treatment(reference=3))[T.4]:C(竖向高度, Treatment(reference=3))[T.1] -0.129    0.148 -0.874 0.382 -0.419  0.160
C(平面位置, Treatment(reference=3))[T.1]:C(竖向高度, Treatment(reference=3))[T.2] -0.000    0.148 -0.000 1.000 -0.289  0.289
C(平面位置, Treatment(reference=3))[T.2]:C(竖向高度, Treatment(reference=3))[T.2] -0.073    0.148 -0.491 0.623 -0.362  0.217
C(平面位置, Treatment(reference=3))[T.4]:C(竖向高度, Treatment(reference=3))[T.2] -0.113    0.148 -0.764 0.445 -0.402  0.177
Group Var                                                                  0.668                                    
场景 Var                                                                     0.284                                    
====================================================================================================================


---------- 空间布局模型 ----------
                                       Mixed Linear Model Regression Results
====================================================================================================================
Model:                                MixedLM                     Dependent Variable:                     评分值       
No. Observations:                     1488                        Method:                                 REML      
No. Groups:                           124                         Scale:                                  0.4154    
Min. group size:                      12                          Log-Likelihood:                         -2038.7221
Max. group size:                      12                          Converged:                              Yes       
Mean group size:                      12.0                                                                          
--------------------------------------------------------------------------------------------------------------------
                                                                          Coef.  Std.Err.   z    P>|z| [0.025 0.975]
--------------------------------------------------------------------------------------------------------------------
Intercept                                                                  3.718    0.107 34.890 0.000  3.509  3.927
C(平面位置, Treatment(reference=3))[T.1]                                       0.024    0.108  0.224 0.823 -0.187  0.236
C(平面位置, Treatment(reference=3))[T.2]                                       0.040    0.108  0.373 0.709 -0.171  0.252
C(平面位置, Treatment(reference=3))[T.4]                                      -0.081    0.108 -0.747 0.455 -0.292  0.131
C(竖向高度, Treatment(reference=3))[T.1]                                       0.024    0.108  0.224 0.823 -0.187  0.236
C(竖向高度, Treatment(reference=3))[T.2]                                       0.081    0.108  0.747 0.455 -0.131  0.292
C(平面位置, Treatment(reference=3))[T.1]:C(竖向高度, Treatment(reference=3))[T.1]  0.097    0.153  0.634 0.526 -0.203  0.396
C(平面位置, Treatment(reference=3))[T.2]:C(竖向高度, Treatment(reference=3))[T.1]  0.040    0.153  0.264 0.792 -0.259  0.340
C(平面位置, Treatment(reference=3))[T.4]:C(竖向高度, Treatment(reference=3))[T.1]  0.113    0.153  0.739 0.460 -0.186  0.412
C(平面位置, Treatment(reference=3))[T.1]:C(竖向高度, Treatment(reference=3))[T.2]  0.024    0.153  0.158 0.874 -0.275  0.324
C(平面位置, Treatment(reference=3))[T.2]:C(竖向高度, Treatment(reference=3))[T.2] -0.016    0.153 -0.106 0.916 -0.315  0.283
C(平面位置, Treatment(reference=3))[T.4]:C(竖向高度, Treatment(reference=3))[T.2] -0.048    0.153 -0.317 0.751 -0.348  0.251
Group Var                                                                  0.685                                    
场景 Var                                                                     0.308                                    
====================================================================================================================


---------- 文化意境模型 ----------
                                       Mixed Linear Model Regression Results
====================================================================================================================
Model:                                MixedLM                     Dependent Variable:                     评分值       
No. Observations:                     1488                        Method:                                 REML      
No. Groups:                           124                         Scale:                                  0.4074    
Min. group size:                      12                          Log-Likelihood:                         -2015.7481
Max. group size:                      12                          Converged:                              Yes       
Mean group size:                      12.0                                                                          
--------------------------------------------------------------------------------------------------------------------
                                                                          Coef.  Std.Err.   z    P>|z| [0.025 0.975]
--------------------------------------------------------------------------------------------------------------------
Intercept                                                                  3.839    0.106 36.070 0.000  3.630  4.047
C(平面位置, Treatment(reference=3))[T.1]                                      -0.008    0.106 -0.076 0.939 -0.216  0.200
C(平面位置, Treatment(reference=3))[T.2]                                      -0.081    0.106 -0.760 0.447 -0.289  0.127
C(平面位置, Treatment(reference=3))[T.4]                                      -0.194    0.106 -1.825 0.068 -0.401  0.014
C(竖向高度, Treatment(reference=3))[T.1]                                      -0.081    0.106 -0.760 0.447 -0.289  0.127
C(竖向高度, Treatment(reference=3))[T.2]                                      -0.153    0.106 -1.445 0.149 -0.361  0.055
C(平面位置, Treatment(reference=3))[T.1]:C(竖向高度, Treatment(reference=3))[T.1]  0.040    0.150  0.269 0.788 -0.254  0.334
C(平面位置, Treatment(reference=3))[T.2]:C(竖向高度, Treatment(reference=3))[T.1]  0.113    0.150  0.753 0.452 -0.181  0.407
C(平面位置, Treatment(reference=3))[T.4]:C(竖向高度, Treatment(reference=3))[T.1]  0.234    0.150  1.559 0.119 -0.060  0.528
C(平面位置, Treatment(reference=3))[T.1]:C(竖向高度, Treatment(reference=3))[T.2]  0.153    0.150  1.022 0.307 -0.141  0.447
C(平面位置, Treatment(reference=3))[T.2]:C(竖向高度, Treatment(reference=3))[T.2]  0.194    0.150  1.290 0.197 -0.100  0.488
C(平面位置, Treatment(reference=3))[T.4]:C(竖向高度, Treatment(reference=3))[T.2]  0.282    0.150  1.882 0.060 -0.012  0.576
Group Var                                                                  0.707                                    
场景 Var                                                                     0.290                                    
====================================================================================================================


---------- 评分维度联合模型（方案B补充分析） ----------
固定效应：评分维度、平面位置、竖向高度及其交互项
随机效应：被试随机截距，场景随机截距

                                                             Mixed Linear Model Regression Results
================================================================================================================================================================
Model:                                                MixedLM                                   Dependent Variable:                                   评分值       
No. Observations:                                     5952                                      Method:                                               REML      
No. Groups:                                           124                                       Scale:                                                0.6174    
Min. group size:                                      48                                        Log-Likelihood:                                       -7574.8719
Max. group size:                                      48                                        Converged:                                            Yes       
Mean group size:                                      48.0                                                                                                      
----------------------------------------------------------------------------------------------------------------------------------------------------------------
                                                                                                                      Coef.  Std.Err.   z    P>|z| [0.025 0.975]
----------------------------------------------------------------------------------------------------------------------------------------------------------------
Intercept                                                                                                              3.782    0.105 36.023 0.000  3.576  3.988
C(评分维度, Treatment(reference='形式美'))[T.艺术造型]                                                                           -0.048    0.100 -0.485 0.628 -0.244  0.147
C(评分维度, Treatment(reference='形式美'))[T.空间布局]                                                                           -0.065    0.100 -0.646 0.518 -0.260  0.131
C(评分维度, Treatment(reference='形式美'))[T.文化意境]                                                                            0.056    0.100  0.566 0.572 -0.139  0.252
C(平面位置, Treatment(reference=3))[T.1]                                                                                  -0.048    0.105 -0.459 0.646 -0.255  0.158
C(平面位置, Treatment(reference=3))[T.2]                                                                                   0.032    0.105  0.306 0.760 -0.174  0.239
C(平面位置, Treatment(reference=3))[T.4]                                                                                  -0.032    0.105 -0.306 0.760 -0.239  0.174
C(竖向高度, Treatment(reference=3))[T.1]                                                                                   0.073    0.105  0.688 0.491 -0.134  0.279
C(竖向高度, Treatment(reference=3))[T.2]                                                                                   0.073    0.105  0.688 0.491 -0.134  0.279
C(评分维度, Treatment(reference='形式美'))[T.艺术造型]:C(平面位置, Treatment(reference=3))[T.1]                                      -0.129    0.141 -0.914 0.361 -0.406  0.148
C(评分维度, Treatment(reference='形式美'))[T.空间布局]:C(平面位置, Treatment(reference=3))[T.1]                                       0.073    0.141  0.514 0.607 -0.204  0.349
C(评分维度, Treatment(reference='形式美'))[T.文化意境]:C(平面位置, Treatment(reference=3))[T.1]                                       0.040    0.141  0.286 0.775 -0.236  0.317
C(评分维度, Treatment(reference='形式美'))[T.艺术造型]:C(平面位置, Treatment(reference=3))[T.2]                                      -0.024    0.141 -0.171 0.864 -0.301  0.252
C(评分维度, Treatment(reference='形式美'))[T.空间布局]:C(平面位置, Treatment(reference=3))[T.2]                                       0.008    0.141  0.057 0.954 -0.269  0.285
C(评分维度, Treatment(reference='形式美'))[T.文化意境]:C(平面位置, Treatment(reference=3))[T.2]                                      -0.113    0.141 -0.800 0.424 -0.390  0.164
C(评分维度, Treatment(reference='形式美'))[T.艺术造型]:C(平面位置, Treatment(reference=3))[T.4]                                       0.040    0.141  0.286 0.775 -0.236  0.317
C(评分维度, Treatment(reference='形式美'))[T.空间布局]:C(平面位置, Treatment(reference=3))[T.4]                                      -0.048    0.141 -0.343 0.732 -0.325  0.228
C(评分维度, Treatment(reference='形式美'))[T.文化意境]:C(平面位置, Treatment(reference=3))[T.4]                                      -0.161    0.141 -1.143 0.253 -0.438  0.115
C(评分维度, Treatment(reference='形式美'))[T.艺术造型]:C(竖向高度, Treatment(reference=3))[T.1]                                       0.097    0.141  0.686 0.493 -0.180  0.373
C(评分维度, Treatment(reference='形式美'))[T.空间布局]:C(竖向高度, Treatment(reference=3))[T.1]                                      -0.048    0.141 -0.343 0.732 -0.325  0.228
C(评分维度, Treatment(reference='形式美'))[T.文化意境]:C(竖向高度, Treatment(reference=3))[T.1]                                      -0.153    0.141 -1.086 0.278 -0.430  0.123
C(评分维度, Treatment(reference='形式美'))[T.艺术造型]:C(竖向高度, Treatment(reference=3))[T.2]                                       0.113    0.141  0.800 0.424 -0.164  0.390
C(评分维度, Treatment(reference='形式美'))[T.空间布局]:C(竖向高度, Treatment(reference=3))[T.2]                                       0.008    0.141  0.057 0.954 -0.269  0.285
C(评分维度, Treatment(reference='形式美'))[T.文化意境]:C(竖向高度, Treatment(reference=3))[T.2]                                      -0.226    0.141 -1.600 0.110 -0.502  0.051
C(平面位置, Treatment(reference=3))[T.1]:C(竖向高度, Treatment(reference=3))[T.1]                                              0.024    0.149  0.162 0.871 -0.268  0.317
C(平面位置, Treatment(reference=3))[T.2]:C(竖向高度, Treatment(reference=3))[T.1]                                             -0.137    0.149 -0.919 0.358 -0.429  0.155
C(平面位置, Treatment(reference=3))[T.4]:C(竖向高度, Treatment(reference=3))[T.1]                                             -0.065    0.149 -0.433 0.665 -0.357  0.228
C(平面位置, Treatment(reference=3))[T.1]:C(竖向高度, Treatment(reference=3))[T.2]                                             -0.065    0.149 -0.433 0.665 -0.357  0.228
C(平面位置, Treatment(reference=3))[T.2]:C(竖向高度, Treatment(reference=3))[T.2]                                              0.024    0.149  0.162 0.871 -0.268  0.317
C(平面位置, Treatment(reference=3))[T.4]:C(竖向高度, Treatment(reference=3))[T.2]                                              0.056    0.149  0.378 0.705 -0.236  0.349
C(评分维度, Treatment(reference='形式美'))[T.艺术造型]:C(平面位置, Treatment(reference=3))[T.1]:C(竖向高度, Treatment(reference=3))[T.1]  0.097    0.200  0.485 0.628 -0.294  0.488
C(评分维度, Treatment(reference='形式美'))[T.空间布局]:C(平面位置, Treatment(reference=3))[T.1]:C(竖向高度, Treatment(reference=3))[T.1]  0.073    0.200  0.364 0.716 -0.319  0.464
C(评分维度, Treatment(reference='形式美'))[T.文化意境]:C(平面位置, Treatment(reference=3))[T.1]:C(竖向高度, Treatment(reference=3))[T.1]  0.016    0.200  0.081 0.936 -0.375  0.407
C(评分维度, Treatment(reference='形式美'))[T.艺术造型]:C(平面位置, Treatment(reference=3))[T.2]:C(竖向高度, Treatment(reference=3))[T.1]  0.048    0.200  0.242 0.808 -0.343  0.440
C(评分维度, Treatment(reference='形式美'))[T.空间布局]:C(平面位置, Treatment(reference=3))[T.2]:C(竖向高度, Treatment(reference=3))[T.1]  0.177    0.200  0.889 0.374 -0.214  0.569
C(评分维度, Treatment(reference='形式美'))[T.文化意境]:C(平面位置, Treatment(reference=3))[T.2]:C(竖向高度, Treatment(reference=3))[T.1]  0.250    0.200  1.253 0.210 -0.141  0.641
C(评分维度, Treatment(reference='形式美'))[T.艺术造型]:C(平面位置, Treatment(reference=3))[T.4]:C(竖向高度, Treatment(reference=3))[T.1] -0.065    0.200 -0.323 0.747 -0.456  0.327
C(评分维度, Treatment(reference='形式美'))[T.空间布局]:C(平面位置, Treatment(reference=3))[T.4]:C(竖向高度, Treatment(reference=3))[T.1]  0.177    0.200  0.889 0.374 -0.214  0.569
C(评分维度, Treatment(reference='形式美'))[T.文化意境]:C(平面位置, Treatment(reference=3))[T.4]:C(竖向高度, Treatment(reference=3))[T.1]  0.298    0.200  1.495 0.135 -0.093  0.690
C(评分维度, Treatment(reference='形式美'))[T.艺术造型]:C(平面位置, Treatment(reference=3))[T.1]:C(竖向高度, Treatment(reference=3))[T.2]  0.065    0.200  0.323 0.747 -0.327  0.456
C(评分维度, Treatment(reference='形式美'))[T.空间布局]:C(平面位置, Treatment(reference=3))[T.1]:C(竖向高度, Treatment(reference=3))[T.2]  0.089    0.200  0.444 0.657 -0.302  0.480
C(评分维度, Treatment(reference='形式美'))[T.文化意境]:C(平面位置, Treatment(reference=3))[T.1]:C(竖向高度, Treatment(reference=3))[T.2]  0.218    0.200  1.091 0.275 -0.173  0.609
C(评分维度, Treatment(reference='形式美'))[T.艺术造型]:C(平面位置, Treatment(reference=3))[T.2]:C(竖向高度, Treatment(reference=3))[T.2] -0.097    0.200 -0.485 0.628 -0.488  0.294
C(评分维度, Treatment(reference='形式美'))[T.空间布局]:C(平面位置, Treatment(reference=3))[T.2]:C(竖向高度, Treatment(reference=3))[T.2] -0.040    0.200 -0.202 0.840 -0.432  0.351
C(评分维度, Treatment(reference='形式美'))[T.文化意境]:C(平面位置, Treatment(reference=3))[T.2]:C(竖向高度, Treatment(reference=3))[T.2]  0.169    0.200  0.849 0.396 -0.222  0.561
C(评分维度, Treatment(reference='形式美'))[T.艺术造型]:C(平面位置, Treatment(reference=3))[T.4]:C(竖向高度, Treatment(reference=3))[T.2] -0.169    0.200 -0.849 0.396 -0.561  0.222
C(评分维度, Treatment(reference='形式美'))[T.空间布局]:C(平面位置, Treatment(reference=3))[T.4]:C(竖向高度, Treatment(reference=3))[T.2] -0.105    0.200 -0.525 0.599 -0.496  0.286
C(评分维度, Treatment(reference='形式美'))[T.文化意境]:C(平面位置, Treatment(reference=3))[T.4]:C(竖向高度, Treatment(reference=3))[T.2]  0.226    0.200  1.131 0.258 -0.165  0.617
Group Var                                                                                                              0.677    0.114                           
场景 Var                                                                                                                 0.072    0.013                           
================================================================================================================================================================


---------- 专业相关组综合得分模型 ----------
                                       Mixed Linear Model Regression Results
====================================================================================================================
Model:                                 MixedLM                     Dependent Variable:                     综合得分     
No. Observations:                      660                         Method:                                 REML     
No. Groups:                            55                          Scale:                                  0.1489   
Min. group size:                       12                          Log-Likelihood:                         -468.7622
Max. group size:                       12                          Converged:                              Yes      
Mean group size:                       12.0                                                                         
--------------------------------------------------------------------------------------------------------------------
                                                                          Coef.  Std.Err.   z    P>|z| [0.025 0.975]
--------------------------------------------------------------------------------------------------------------------
Intercept                                                                  3.900    0.126 31.041 0.000  3.654  4.146
C(平面位置, Treatment(reference=3))[T.1]                                      -0.041    0.078 -0.526 0.599 -0.193  0.112
C(平面位置, Treatment(reference=3))[T.2]                                      -0.055    0.078 -0.701 0.483 -0.207  0.098
C(平面位置, Treatment(reference=3))[T.4]                                      -0.145    0.078 -1.870 0.061 -0.298  0.007
C(竖向高度, Treatment(reference=3))[T.1]                                      -0.064    0.078 -0.818 0.413 -0.216  0.089
C(竖向高度, Treatment(reference=3))[T.2]                                      -0.095    0.078 -1.228 0.220 -0.248  0.057
C(平面位置, Treatment(reference=3))[T.1]:C(竖向高度, Treatment(reference=3))[T.1]  0.082    0.110  0.744 0.457 -0.134  0.297
C(平面位置, Treatment(reference=3))[T.2]:C(竖向高度, Treatment(reference=3))[T.1]  0.082    0.110  0.744 0.457 -0.134  0.297
C(平面位置, Treatment(reference=3))[T.4]:C(竖向高度, Treatment(reference=3))[T.1]  0.000    0.110  0.000 1.000 -0.216  0.216
C(平面位置, Treatment(reference=3))[T.1]:C(竖向高度, Treatment(reference=3))[T.2]  0.123    0.110  1.116 0.264 -0.093  0.338
C(平面位置, Treatment(reference=3))[T.2]:C(竖向高度, Treatment(reference=3))[T.2]  0.141    0.110  1.281 0.200 -0.075  0.356
C(平面位置, Treatment(reference=3))[T.4]:C(竖向高度, Treatment(reference=3))[T.2]  0.086    0.110  0.785 0.432 -0.129  0.302
Group Var                                                                  0.702                                    
场景 Var                                                                     0.017                                    
====================================================================================================================


---------- 非专业相关组综合得分模型 ----------
                                       Mixed Linear Model Regression Results
====================================================================================================================
Model:                                 MixedLM                     Dependent Variable:                     综合得分     
No. Observations:                      828                         Method:                                 REML     
No. Groups:                            69                          Scale:                                  0.1987   
Min. group size:                       12                          Log-Likelihood:                         -767.0613
Max. group size:                       12                          Converged:                              Yes      
Mean group size:                       12.0                                                                         
--------------------------------------------------------------------------------------------------------------------
                                                                          Coef.  Std.Err.   z    P>|z| [0.025 0.975]
--------------------------------------------------------------------------------------------------------------------
Intercept                                                                  3.663    0.117 31.442 0.000  3.435  3.891
C(平面位置, Treatment(reference=3))[T.1]                                      -0.062    0.089 -0.695 0.487 -0.235  0.112
C(平面位置, Treatment(reference=3))[T.2]                                       0.043    0.089  0.490 0.624 -0.130  0.217
C(平面位置, Treatment(reference=3))[T.4]                                      -0.018    0.089 -0.204 0.838 -0.192  0.156
C(竖向高度, Treatment(reference=3))[T.1]                                       0.134    0.089  1.512 0.131 -0.040  0.308
C(竖向高度, Treatment(reference=3))[T.2]                                       0.159    0.089  1.798 0.072 -0.014  0.333
C(平面位置, Treatment(reference=3))[T.1]:C(竖向高度, Treatment(reference=3))[T.1]  0.062    0.125  0.491 0.623 -0.184  0.307
C(平面位置, Treatment(reference=3))[T.2]:C(竖向高度, Treatment(reference=3))[T.1] -0.098    0.125 -0.780 0.435 -0.344  0.148
C(平面位置, Treatment(reference=3))[T.4]:C(竖向高度, Treatment(reference=3))[T.1]  0.069    0.125  0.549 0.583 -0.177  0.315
C(平面位置, Treatment(reference=3))[T.1]:C(竖向高度, Treatment(reference=3))[T.2] -0.047    0.125 -0.376 0.707 -0.293  0.199
C(平面位置, Treatment(reference=3))[T.2]:C(竖向高度, Treatment(reference=3))[T.2] -0.054    0.125 -0.433 0.665 -0.300  0.191
C(平面位置, Treatment(reference=3))[T.4]:C(竖向高度, Treatment(reference=3))[T.2]  0.011    0.125  0.087 0.931 -0.235  0.257
Group Var                                                                  0.665                                    
场景 Var                                                                     0.073                                    
====================================================================================================================
