
Parameter: λ14 Identified
Algebraic Equations:
σ13λ14-σ34,
σ12λ14-σ24
Instrumental Variable:
2 | {}
2 | {3}
3 | {}
Parameter: λ23 Identified
Algebraic Equations:
σ24λ23-σ34,
σ22λ23-σ23,
σ12λ23-σ13
Single Door Criterion:
{2} ⊥ {3} | {}
{2} ⊥ {3} | {4}
{2} ⊥ {3} | {1}
{2} ⊥ {3} | {1,4}
Instrumental Variable:
1 | {}
1 | {4}
4 | {}
4 | {1}
Parameter: ω11 Identified
Algebraic Equations:
-σ11+ω11
Parameter: ω12 Identified
Algebraic Equations:
-σ12+ω12
Parameter: ω14 Identified
Algebraic Equations:
-σ13σ14+σ11σ34+σ13ω14,
-σ12σ14+σ11σ24+σ12ω14
Parameter: ω22 Identified
Algebraic Equations:
-σ22+ω22
Parameter: ω33 Identified
Algebraic Equations:
-σ24σ33+σ23σ34+σ24ω33,
σ232-σ22σ33+σ22ω33,
σ13σ23-σ12σ33+σ12ω33
Parameter: ω44 Identified
Algebraic Equations:
2σ13σ14σ34-σ11σ342-σ132σ44+σ132ω44,
2σ12σ14σ34-σ11σ24σ34-σ12σ13σ44+σ12σ13ω44,
2σ12σ14σ24-σ11σ242-σ122σ44+σ122ω44
Constraint Set:
σ23σ24-σ22σ34,
σ13σ24-σ12σ34,
σ13σ22-σ12σ23
All constraints are determinantal
Trek-separation:
{2,3} ⊥ {1,2,4} | ({2},{})
{2,3} ⊥ {1,4} | ({},{1})
{1,2,3} ⊥ {1,2,4} | ({1,2},{})
{2,4,3} ⊥ {1,2,4} | ({2,4},{})
Algebraic Equations:
σ13λ14-σ34,
σ12λ14-σ24
Instrumental Variable:
2 | {}
2 | {3}
3 | {}
Parameter: λ23 Identified
Algebraic Equations:
σ24λ23-σ34,
σ22λ23-σ23,
σ12λ23-σ13
Single Door Criterion:
{2} ⊥ {3} | {}
{2} ⊥ {3} | {4}
{2} ⊥ {3} | {1}
{2} ⊥ {3} | {1,4}
Instrumental Variable:
1 | {}
1 | {4}
4 | {}
4 | {1}
Parameter: ω11 Identified
Algebraic Equations:
-σ11+ω11
Parameter: ω12 Identified
Algebraic Equations:
-σ12+ω12
Parameter: ω14 Identified
Algebraic Equations:
-σ13σ14+σ11σ34+σ13ω14,
-σ12σ14+σ11σ24+σ12ω14
Parameter: ω22 Identified
Algebraic Equations:
-σ22+ω22
Parameter: ω33 Identified
Algebraic Equations:
-σ24σ33+σ23σ34+σ24ω33,
σ232-σ22σ33+σ22ω33,
σ13σ23-σ12σ33+σ12ω33
Parameter: ω44 Identified
Algebraic Equations:
2σ13σ14σ34-σ11σ342-σ132σ44+σ132ω44,
2σ12σ14σ34-σ11σ24σ34-σ12σ13σ44+σ12σ13ω44,
2σ12σ14σ24-σ11σ242-σ122σ44+σ122ω44
Vanishing Ideal
Constraint Set:
σ23σ24-σ22σ34,
σ13σ24-σ12σ34,
σ13σ22-σ12σ23
All constraints are determinantal
Trek-separation:
{2,3} ⊥ {1,2,4} | ({2},{})
{2,3} ⊥ {1,4} | ({},{1})
{1,2,3} ⊥ {1,2,4} | ({1,2},{})
{2,4,3} ⊥ {1,2,4} | ({2,4},{})