
Parameter: λ13 Identified
Algebraic Equations:
σ12λ13-σ23,
-σ14σ23+σ11σ24λ13
Instrumental Variable:
2 | {}
Parameter: λ14 Identified
Algebraic Equations:
σ13λ14-σ34,
σ12λ14-σ24,
σ11λ14-σ14
Single Door Criterion:
{1} ⊥ {4} | {}
{1} ⊥ {4} | {3}
{1} ⊥ {4} | {2}
{1} ⊥ {4} | {2,3}
Instrumental Variable:
2 | {}
2 | {3}
3 | {}
3 | {2}
Parameter: ω11 Identified
Algebraic Equations:
-σ11+ω11
Parameter: ω12 Identified
Algebraic Equations:
-σ12+ω12
Parameter: ω13 Identified
Algebraic Equations:
σ14σ23-σ12σ34+σ24ω13,
-σ12σ13+σ11σ23+σ12ω13
Parameter: ω22 Identified
Algebraic Equations:
-σ22+ω22
Parameter: ω33 Identified
Algebraic Equations:
-σ14σ232-σ12σ24σ33+2σ12σ23σ34+σ12σ24ω33,
2σ12σ13σ23-σ11σ232-σ122σ33+σ122ω33,
-σ142σ232-σ11σ242σ33+2σ11σ23σ24σ34+σ11σ242ω33
Parameter: ω44 Identified
Algebraic Equations:
σ14σ34-σ13σ44+σ13ω44,
σ14σ24-σ12σ44+σ12ω44,
σ142-σ11σ44+σ11ω44
Constraint Set:
σ13σ24-σ12σ34,
σ13σ14-σ11σ34,
σ12σ14-σ11σ24
All constraints are determinantal
Trek-separation:
{1,2,3} ⊥ {1,4} | ({},{1})
{1,2,3} ⊥ {1,3,4} | ({},{1,3})
{1,2,3} ⊥ {1,2,4} | ({},{1,2})
Algebraic Equations:
σ12λ13-σ23,
-σ14σ23+σ11σ24λ13
Instrumental Variable:
2 | {}
Parameter: λ14 Identified
Algebraic Equations:
σ13λ14-σ34,
σ12λ14-σ24,
σ11λ14-σ14
Single Door Criterion:
{1} ⊥ {4} | {}
{1} ⊥ {4} | {3}
{1} ⊥ {4} | {2}
{1} ⊥ {4} | {2,3}
Instrumental Variable:
2 | {}
2 | {3}
3 | {}
3 | {2}
Parameter: ω11 Identified
Algebraic Equations:
-σ11+ω11
Parameter: ω12 Identified
Algebraic Equations:
-σ12+ω12
Parameter: ω13 Identified
Algebraic Equations:
σ14σ23-σ12σ34+σ24ω13,
-σ12σ13+σ11σ23+σ12ω13
Parameter: ω22 Identified
Algebraic Equations:
-σ22+ω22
Parameter: ω33 Identified
Algebraic Equations:
-σ14σ232-σ12σ24σ33+2σ12σ23σ34+σ12σ24ω33,
2σ12σ13σ23-σ11σ232-σ122σ33+σ122ω33,
-σ142σ232-σ11σ242σ33+2σ11σ23σ24σ34+σ11σ242ω33
Parameter: ω44 Identified
Algebraic Equations:
σ14σ34-σ13σ44+σ13ω44,
σ14σ24-σ12σ44+σ12ω44,
σ142-σ11σ44+σ11ω44
Vanishing Ideal
Constraint Set:
σ13σ24-σ12σ34,
σ13σ14-σ11σ34,
σ12σ14-σ11σ24
All constraints are determinantal
Trek-separation:
{1,2,3} ⊥ {1,4} | ({},{1})
{1,2,3} ⊥ {1,3,4} | ({},{1,3})
{1,2,3} ⊥ {1,2,4} | ({},{1,2})