
Parameter: λ12 Identified
Algebraic Equations:
σ13λ12-σ23,
σ11λ12-σ12
Single Door Criterion:
{1} ⊥ {2,4} | {}
{1} ⊥ {2} | {4}
{1} ⊥ {2,4} | {3}
{1} ⊥ {2} | {3,4}
Instrumental Variable:
3 | {}
3 | {4}
Parameter: λ13 Identified
Algebraic Equations:
σ12λ13-σ23,
σ11λ13-σ13
Single Door Criterion:
{1} ⊥ {3,4} | {}
{1} ⊥ {3} | {4}
{1} ⊥ {3,4} | {2}
{1} ⊥ {3} | {2,4}
Instrumental Variable:
2 | {}
2 | {4}
Parameter: ω11 Identified
Algebraic Equations:
-σ11+ω11
Parameter: ω22 Identified
Algebraic Equations:
-σ13σ22+σ12σ23+σ13ω22,
σ122-σ11σ22+σ11ω22
Parameter: ω33 Identified
Algebraic Equations:
σ13σ23-σ12σ33+σ12ω33,
σ132-σ11σ33+σ11ω33
Parameter: ω44 Identified
Algebraic Equations:
-σ44+ω44
Constraint Set:
σ34,
σ24,
σ14,
σ12σ13-σ11σ23
All constraints are determinantal
Trek-separation:
{1,2,3} ⊥ {4} | ({},{})
{1,2} ⊥ {1,3,4} | ({1},{})
{1,2} ⊥ {1,3,4} | ({},{1})
{1,3} ⊥ {1,2,4} | ({1},{})
{1,3} ⊥ {1,2,4} | ({},{1})
{1,2,3} ⊥ {1,4} | ({1},{})
{1,2,3} ⊥ {3,4} | ({},{3})
{1,2,3} ⊥ {2,4} | ({},{2})
{1,2,3} ⊥ {1,4} | ({},{1})
{1,3,2} ⊥ {1,3,4} | ({1,3},{})
{1,4,2} ⊥ {1,3,4} | ({1,4},{})
{3,1,2} ⊥ {1,3,4} | ({3},{1})
{4,1,2} ⊥ {1,3,4} | ({4},{1})
{1,2,3} ⊥ {1,2,4} | ({1,2},{})
{1,4,3} ⊥ {1,2,4} | ({1,4},{})
{2,1,3} ⊥ {1,2,4} | ({2},{1})
{4,1,3} ⊥ {1,2,4} | ({4},{1})
{1,2,3} ⊥ {3,1,4} | ({1},{3})
{1,2,3} ⊥ {2,1,4} | ({1},{2})
{1,2,3} ⊥ {2,3,4} | ({},{2,3})
{1,2,3} ⊥ {1,3,4} | ({},{1,3})
{1,2,3} ⊥ {1,2,4} | ({},{1,2})
Algebraic Equations:
σ13λ12-σ23,
σ11λ12-σ12
Single Door Criterion:
{1} ⊥ {2,4} | {}
{1} ⊥ {2} | {4}
{1} ⊥ {2,4} | {3}
{1} ⊥ {2} | {3,4}
Instrumental Variable:
3 | {}
3 | {4}
Parameter: λ13 Identified
Algebraic Equations:
σ12λ13-σ23,
σ11λ13-σ13
Single Door Criterion:
{1} ⊥ {3,4} | {}
{1} ⊥ {3} | {4}
{1} ⊥ {3,4} | {2}
{1} ⊥ {3} | {2,4}
Instrumental Variable:
2 | {}
2 | {4}
Parameter: ω11 Identified
Algebraic Equations:
-σ11+ω11
Parameter: ω22 Identified
Algebraic Equations:
-σ13σ22+σ12σ23+σ13ω22,
σ122-σ11σ22+σ11ω22
Parameter: ω33 Identified
Algebraic Equations:
σ13σ23-σ12σ33+σ12ω33,
σ132-σ11σ33+σ11ω33
Parameter: ω44 Identified
Algebraic Equations:
-σ44+ω44
Vanishing Ideal
Constraint Set:
σ34,
σ24,
σ14,
σ12σ13-σ11σ23
All constraints are determinantal
Trek-separation:
{1,2,3} ⊥ {4} | ({},{})
{1,2} ⊥ {1,3,4} | ({1},{})
{1,2} ⊥ {1,3,4} | ({},{1})
{1,3} ⊥ {1,2,4} | ({1},{})
{1,3} ⊥ {1,2,4} | ({},{1})
{1,2,3} ⊥ {1,4} | ({1},{})
{1,2,3} ⊥ {3,4} | ({},{3})
{1,2,3} ⊥ {2,4} | ({},{2})
{1,2,3} ⊥ {1,4} | ({},{1})
{1,3,2} ⊥ {1,3,4} | ({1,3},{})
{1,4,2} ⊥ {1,3,4} | ({1,4},{})
{3,1,2} ⊥ {1,3,4} | ({3},{1})
{4,1,2} ⊥ {1,3,4} | ({4},{1})
{1,2,3} ⊥ {1,2,4} | ({1,2},{})
{1,4,3} ⊥ {1,2,4} | ({1,4},{})
{2,1,3} ⊥ {1,2,4} | ({2},{1})
{4,1,3} ⊥ {1,2,4} | ({4},{1})
{1,2,3} ⊥ {3,1,4} | ({1},{3})
{1,2,3} ⊥ {2,1,4} | ({1},{2})
{1,2,3} ⊥ {2,3,4} | ({},{2,3})
{1,2,3} ⊥ {1,3,4} | ({},{1,3})
{1,2,3} ⊥ {1,2,4} | ({},{1,2})