exam_analysis

Check the results from this website.

The model names for the exam study

• 3l: three-level
• lmm: linear mixed-effect model
• Z: additional random effect
• ARd: autoregressive process for days
• Hd: heterogeneity of variances/standard deviations between days
• ADm: autoregressive process for moments
• Hm: heterogeneity of variances/standard deviations between moments

Stan

1. 3l-lmm_ZHm
2. 3l-lmm_ZARm
3. 3l-lmm_ZARmHm

With Hd

1. 3l-lmm_ZHdHm
2. 3l-lmm_ZHdARmHm

With ARd

Original	State-space model representation
6. 3l-lmm_ZARdARm	6’. 3l-ssm_ZARdARm
7. 3l-lmm_ZARdARmHm	7’. 3l-ssm_ZARdARmHm

With ARd+Hd+RId

Original	State-space model representation
8. 3l-lmm_ZARdHdARmHm	8’. 3l-ssm_ZARdHdARmHm

With ARd+Hd (without RId)

Original	State-space model representation
9. 3l-lmm_ZARdHdARmHm_woRId	9’. 3l-ssm_ZARdHdARmHm_woRId

Jags

multiple models

1. 3l-lmm_ZRIdHdARmHm
2. 3l-lmm_RIdHdARmHm
3. 3l-lmm_ZARdHdARmHm_woRId
4. 3l-lmm_RIdARmHm
5. 3l-lmm_RIdARm