Parameter: λ₁₂ Identified

Algebraic Equations:

σ₁₁λ₁₂-σ₁₂

Single Door Criterion:

{1} ⊥ {2,3} | {}

Parameter: λ₂₃ Identified

Algebraic Equations:

σ₁₂λ₂₃-σ₁₃

Instrumental Variable:

1 | {}

Parameter: λ₃₄ Identified

Algebraic Equations:

σ₁₃σ₂₃λ₃₄-σ₁₃σ₂₄-σ₁₂σ₃₃λ₃₄+σ₁₂σ₃₄

Parameter: ω₁₁ Identified

Algebraic Equations:

-σ₁₁+ω₁₁

Parameter: ω₁₄ Identified

Algebraic Equations:

-σ₁₃σ₁₄σ₂₃+σ₁₃²σ₂₄+σ₁₂σ₁₄σ₃₃-σ₁₂σ₁₃σ₃₄+σ₁₃σ₂₃ω₁₄-σ₁₂σ₃₃ω₁₄

Parameter: ω₂₂ Identified

Algebraic Equations:

σ₁₂²-σ₁₁σ₂₂+σ₁₁ω₂₂

Parameter: ω₂₃ Identified

Algebraic Equations:

σ₁₃σ₂₂-σ₁₂σ₂₃+σ₁₂ω₂₃

Parameter: ω₂₄ Identified

Algebraic Equations:

σ₁₂σ₁₃σ₁₄σ₂₃-σ₁₂σ₁₃²σ₂₄-σ₁₂²σ₁₄σ₃₃+σ₁₁σ₁₂σ₂₄σ₃₃+σ₁₂²σ₁₃σ₃₄-σ₁₁σ₁₂σ₂₃σ₃₄+σ₁₁σ₁₃σ₂₃ω₂₄-σ₁₁σ₁₂σ₃₃ω₂₄

Parameter: ω₃₃ Identified

Algebraic Equations:

-σ₁₃²σ₂₂+2σ₁₂σ₁₃σ₂₃-σ₁₂²σ₃₃+σ₁₂²ω₃₃

Parameter: ω₄₄ Identified

Algebraic Equations:

-σ₁₃²σ₂₄²σ₃₃+2σ₁₃²σ₂₃σ₂₄σ₃₄-2σ₁₂σ₁₃σ₂₃σ₃₄²+σ₁₂²σ₃₃σ₃₄²-σ₁₃²σ₂₃²σ₄₄+2σ₁₂σ₁₃σ₂₃σ₃₃σ₄₄-σ₁₂²σ₃₃²σ₄₄+σ₁₃²σ₂₃²ω₄₄-2σ₁₂σ₁₃σ₂₃σ₃₃ω₄₄+σ₁₂²σ₃₃²ω₄₄

Total Effect of X₁ on X₃: λ₁₂λ₂₃ Identified

Each Parameter Identified

Back Door Criterion:


{1} ⊥ {2,3} | {}

Total Effect of X₁ on X₄: λ₁₂λ₂₃λ₃₄ Identified

Each Parameter Identified

Total Effect of X₂ on X₄: λ₂₃λ₃₄ Identified

Each Parameter Identified

Vanishing Ideal

Zero Vanishing Ideal