PP Presentation

TYPICAL DERIVATION IN CAUSAL CALCULUS

Smoking

Tar

Cancer

P (c | do{s}) = St P (c | do{s}, t) P (t | do{s})

= Ssą St P (c | do{t}, są) P (są | do{t}) P(t |s)

= St P (c | do{s}, do{t}) P (t | do{s})

= St P (c | do{s}, do{t}) P (t | s)

= St P (c | do{t}) P (t | s)

= Ssą St P (c | t, są) P (są) P(t |s)

= Ssą St P (c | t, są) P (są | do{t}) P(t |s)

Probability Axioms

Probability Axioms

Rule 2

Rule 2

Rule 3

Rule 3

Rule 2

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Notes:

slide 60