
Parameter: λ13 Identified
Algebraic Equations:
σ14λ13-σ34,
σ12λ13-σ23
Instrumental Variable:
2 | {}
2 | {4}
4 | {}
4 | {2}
Parameter: λ24 Identified
Algebraic Equations:
σ23λ24-σ34,
σ12λ24-σ14
Instrumental Variable:
1 | {}
1 | {3}
3 | {}
3 | {1}
Parameter: ω11 Identified
Algebraic Equations:
-σ11+ω11
Parameter: ω12 Identified
Algebraic Equations:
-σ12+ω12
Parameter: ω13 Identified
Algebraic Equations:
-σ13σ14+σ11σ34+σ14ω13,
-σ12σ13+σ11σ23+σ12ω13
Parameter: ω22 Identified
Algebraic Equations:
-σ22+ω22
Parameter: ω24 Identified
Algebraic Equations:
-σ23σ24+σ22σ34+σ23ω24,
σ14σ22-σ12σ24+σ12ω24
Parameter: ω33 Identified
Algebraic Equations:
-σ142σ33+2σ13σ14σ34-σ11σ342+σ142ω33,
-σ12σ14σ33+2σ12σ13σ34-σ11σ23σ34+σ12σ14ω33,
2σ12σ13σ23-σ11σ232-σ122σ33+σ122ω33
Parameter: ω44 Identified
Algebraic Equations:
2σ23σ24σ34-σ22σ342-σ232σ44+σ232ω44,
-σ14σ22σ34+2σ12σ24σ34-σ12σ23σ44+σ12σ23ω44,
-σ142σ22+2σ12σ14σ24-σ122σ44+σ122ω44
Constraint Set:
σ14σ23-σ12σ34
All constraints are determinantal
Trek-separation:
{1,3} ⊥ {2,4} | ({1},{})
{1,3} ⊥ {2,4} | ({},{2})
Algebraic Equations:
σ14λ13-σ34,
σ12λ13-σ23
Instrumental Variable:
2 | {}
2 | {4}
4 | {}
4 | {2}
Parameter: λ24 Identified
Algebraic Equations:
σ23λ24-σ34,
σ12λ24-σ14
Instrumental Variable:
1 | {}
1 | {3}
3 | {}
3 | {1}
Parameter: ω11 Identified
Algebraic Equations:
-σ11+ω11
Parameter: ω12 Identified
Algebraic Equations:
-σ12+ω12
Parameter: ω13 Identified
Algebraic Equations:
-σ13σ14+σ11σ34+σ14ω13,
-σ12σ13+σ11σ23+σ12ω13
Parameter: ω22 Identified
Algebraic Equations:
-σ22+ω22
Parameter: ω24 Identified
Algebraic Equations:
-σ23σ24+σ22σ34+σ23ω24,
σ14σ22-σ12σ24+σ12ω24
Parameter: ω33 Identified
Algebraic Equations:
-σ142σ33+2σ13σ14σ34-σ11σ342+σ142ω33,
-σ12σ14σ33+2σ12σ13σ34-σ11σ23σ34+σ12σ14ω33,
2σ12σ13σ23-σ11σ232-σ122σ33+σ122ω33
Parameter: ω44 Identified
Algebraic Equations:
2σ23σ24σ34-σ22σ342-σ232σ44+σ232ω44,
-σ14σ22σ34+2σ12σ24σ34-σ12σ23σ44+σ12σ23ω44,
-σ142σ22+2σ12σ14σ24-σ122σ44+σ122ω44
Vanishing Ideal
Constraint Set:
σ14σ23-σ12σ34
All constraints are determinantal
Trek-separation:
{1,3} ⊥ {2,4} | ({1},{})
{1,3} ⊥ {2,4} | ({},{2})