Complete the level-1 within-cell model. Level-1 Model = + + + + ATTAINijk π0jk π1jk*(P7VRQijk) π2jk*(P7READijk) π3jk*(DADOCCijk) + + + + eijk π4jk*(DADUNEMPijk) π5jk*(DADEDijk) π6jk*(MOMEDijk) π7jk*(MALEijk) Level-2 Model = + + b00j c00k π0jk θ0 = π1jk θ1 = π2jk θ2 = π3jk θ3 = π4jk θ4 = π5jk θ5 = π6jk θ6 = π7jk θ7 Because of the sparseness of the data and the potential complexity of the model, the effects of the level-1 explanatory variables are fixed. Build a level-2 row-factor model. In this model, the association between social deprivation and educational attainment is fixed. Level-1 Model = + + + + ATTAINijk π0jk π1jk*(P7VRQijk) π2jk*(P7READijk) π3jk*(DADOCCijk) + + + + π4jk*(DADUNEMPijk) π5jk*(DADEDijk) π6jk*(MOMEDijk) π7jk*(MALEijk) eijk Level-2 Model = + + + b00j c00k π0jk θ0 (γ01)*DEPRIVEj = π1jk θ1 = π2jk θ2 = π3jk θ3 = π4jk θ4 = π5jk θ5 = π6jk θ6 = π7jk θ7 Final estimation of fixed effects:
Complete the level-1 within-cell model. Level-1 Model ATTAINijk = π0jk + π1jk*(P7VRQijk) + π2jk*(P7READijk) + π3jk*(DADOCCijk) + π4jk*(DADUNEMPijk) + π5jk*(DADEDijk) + π6jk*(MOMEDijk) + π7jk*(MALEijk) + eijk Level-2 Model π0jk = θ0 + b00j + c00k π1jk = θ1 π2jk = θ2 π3jk = θ3 π4jk = θ4 π5jk = θ5 π6jk = θ6 π7jk = θ7 Because of the sparseness of the data and the potential complexity of the model, the effects of the level-1 explanatory variables are fixed. Build a level-2 row-factor model. In this model, the association between social deprivation and educational attainment is fixed. Level-1 Model ATTAINijk = π0jk + π1jk*(P7VRQijk) + π2jk*(P7READijk) + π3jk*(DADOCCijk) + π4jk*(DADUNEMPijk) + π5jk*(DADEDijk) + π6jk*(MOMEDijk) + π7jk*(MALEijk) + eijk Level-2 Model π0jk = θ0 + b00j + c00k + (γ01)*DEPRIVEj π1jk = θ1 π2jk = θ2 π3jk = θ3 π4jk = θ4 π5jk = θ5 π6jk = θ6 π7jk = θ7 Final estimation of fixed effects:
12.Cross-classified-models.docx