表 3. 作文データにおける文長(文節数)の一般化線形混合モデル分析。.
R 言語の lme4::glmer 関数による。
| Gamma model | Lognormal model | |
|---|---|---|
| (Intercept) | 6.148 (0.117) *** | 1.806 (0.015) *** |
| grade2 | 0.616 (0.165) *** | 0.082 (0.020) *** |
| grade3 | 1.321 (0.165) *** | 0.174 (0.020) *** |
| grade4 | 1.695 (0.162) *** | 0.224 (0.020) *** |
| grade5 | 1.793 (0.159) *** | 0.244 (0.020) *** |
| grade6 | 2.089 (0.161) *** | 0.293 (0.020) *** |
| grade7 | 2.399 (0.140) *** | 0.315 (0.017) *** |
| grade8 | 2.090 (0.139) *** | 0.277 (0.017) *** |
| grade9 | 2.568 (0.140) *** | 0.336 (0.017) *** |
| SD (Intercept document_id) | 1.430 | 1.118 |
| SD (Observations) | 0.531 | 4.105 |
| Num.Obs. | 77511 | 77511 |
| R2 Marg. | 0.143 | 0.000 |
| R2 Cond. | 0.896 | 0.069 |
| AIC | 416392.4 | 465568.8 |
| BIC | 416494.2 | 465670.7 |
| ICC | 0.9 | 0.1 |
| RMSE | 4.22 | 4.10 |
p < 0.001.