Parameter: λ₁₂ Identified

Algebraic Equations:

σ₁₁λ₁₂-σ₁₂

Single Door Criterion:

{1} ⊥ {2,4} | {}

Parameter: λ₂₃ Identified

Algebraic Equations:

σ₁₂²λ₂₃-σ₁₂σ₁₃-σ₁₁σ₂₂λ₂₃+σ₁₁σ₂₃

Single Door Criterion:

{2} ⊥ {3} | {1}

Parameter: λ₂₄ Identified

Algebraic Equations:

σ₂₂λ₂₄-σ₂₄,
σ₁₂λ₂₄-σ₁₄

Single Door Criterion:

{2} ⊥ {4} | {}
{2} ⊥ {4} | {1}

Instrumental Variable:

1 | {}

Parameter: ω₁₁ Identified

Algebraic Equations:

-σ₁₁+ω₁₁

Parameter: ω₁₃ Identified

Algebraic Equations:

-σ₁₁σ₁₄σ₂₃+σ₁₁σ₁₃σ₂₄+σ₁₂σ₁₄ω₁₃-σ₁₁σ₂₄ω₁₃,
σ₁₁σ₁₃σ₂₂-σ₁₁σ₁₂σ₂₃+σ₁₂²ω₁₃-σ₁₁σ₂₂ω₁₃

Parameter: ω₂₂ Identified

Algebraic Equations:

σ₁₂²-σ₁₁σ₂₂+σ₁₁ω₂₂

Parameter: ω₃₃ Identified

Algebraic Equations:

2σ₁₂²σ₁₃σ₁₄σ₂₃-2σ₁₁σ₁₂σ₁₄σ₂₃²-σ₁₂²σ₁₃²σ₂₄+σ₁₁²σ₂₃²σ₂₄-σ₁₂³σ₁₄σ₃₃+2σ₁₁σ₁₂²σ₂₄σ₃₃-σ₁₁²σ₂₂σ₂₄σ₃₃+σ₁₂³σ₁₄ω₃₃-2σ₁₁σ₁₂²σ₂₄ω₃₃+σ₁₁²σ₂₂σ₂₄ω₃₃,
-σ₁₂²σ₁₃²σ₂₂+2σ₁₂³σ₁₃σ₂₃-2σ₁₁σ₁₂²σ₂₃²+σ₁₁²σ₂₂σ₂₃²-σ₁₂⁴σ₃₃+2σ₁₁σ₁₂²σ₂₂σ₃₃-σ₁₁²σ₂₂²σ₃₃+σ₁₂⁴ω₃₃-2σ₁₁σ₁₂²σ₂₂ω₃₃+σ₁₁²σ₂₂²ω₃₃

Parameter: ω₃₄ Identified

Algebraic Equations:

σ₂₃σ₂₄-σ₂₂σ₃₄+σ₂₂ω₃₄,
σ₁₄σ₂₃-σ₁₂σ₃₄+σ₁₂ω₃₄

Parameter: ω₄₄ Identified

Algebraic Equations:

σ₂₄²-σ₂₂σ₄₄+σ₂₂ω₄₄,
σ₁₄σ₂₄-σ₁₂σ₄₄+σ₁₂ω₄₄

Total Effect of X₁ on X₃: λ₁₂λ₂₃ Identified

Each Parameter Identified

Total Effect of X₁ on X₄: λ₁₂λ₂₄ Identified

Each Parameter Identified

Back Door Criterion:


{1} ⊥ {2,4} | {}

Vanishing Ideal

Constraint Set:

σ₁₄σ₂₂-σ₁₂σ₂₄

All constraints are determinantal

Trek-separation:

{1,2} ⊥ {2,4} | ({},{2})