let Omega be non empty set ; for Sigma being SigmaField of Omega
for P being Probability of Sigma
for A, B, C being Event of Sigma holds
( A,B,C are_independent_respect_to P iff ( P . ((A /\ B) /\ C) = ((P . A) * (P . B)) * (P . C) & A,B are_independent_respect_to P & B,C are_independent_respect_to P & A,C are_independent_respect_to P ) )
let Sigma be SigmaField of Omega; for P being Probability of Sigma
for A, B, C being Event of Sigma holds
( A,B,C are_independent_respect_to P iff ( P . ((A /\ B) /\ C) = ((P . A) * (P . B)) * (P . C) & A,B are_independent_respect_to P & B,C are_independent_respect_to P & A,C are_independent_respect_to P ) )
let P be Probability of Sigma; for A, B, C being Event of Sigma holds
( A,B,C are_independent_respect_to P iff ( P . ((A /\ B) /\ C) = ((P . A) * (P . B)) * (P . C) & A,B are_independent_respect_to P & B,C are_independent_respect_to P & A,C are_independent_respect_to P ) )
let A, B, C be Event of Sigma; ( A,B,C are_independent_respect_to P iff ( P . ((A /\ B) /\ C) = ((P . A) * (P . B)) * (P . C) & A,B are_independent_respect_to P & B,C are_independent_respect_to P & A,C are_independent_respect_to P ) )
thus
( A,B,C are_independent_respect_to P implies ( P . ((A /\ B) /\ C) = ((P . A) * (P . B)) * (P . C) & A,B are_independent_respect_to P & B,C are_independent_respect_to P & A,C are_independent_respect_to P ) )
( P . ((A /\ B) /\ C) = ((P . A) * (P . B)) * (P . C) & A,B are_independent_respect_to P & B,C are_independent_respect_to P & A,C are_independent_respect_to P implies A,B,C are_independent_respect_to P )proof
assume A1:
A,
B,
C are_independent_respect_to P
;
( P . ((A /\ B) /\ C) = ((P . A) * (P . B)) * (P . C) & A,B are_independent_respect_to P & B,C are_independent_respect_to P & A,C are_independent_respect_to P )
then A2:
P . (B /\ C) = (P . B) * (P . C)
by Def6;
(
P . (A /\ B) = (P . A) * (P . B) &
P . (A /\ C) = (P . A) * (P . C) )
by A1, Def6;
hence
(
P . ((A /\ B) /\ C) = ((P . A) * (P . B)) * (P . C) &
A,
B are_independent_respect_to P &
B,
C are_independent_respect_to P &
A,
C are_independent_respect_to P )
by A1, A2, Def5, Def6;
verum
end;
assume that
A3:
P . ((A /\ B) /\ C) = ((P . A) * (P . B)) * (P . C)
and
A4:
A,B are_independent_respect_to P
and
A5:
B,C are_independent_respect_to P
and
A6:
A,C are_independent_respect_to P
; A,B,C are_independent_respect_to P
A7:
P . (B /\ C) = (P . B) * (P . C)
by A5, Def5;
( P . (A /\ B) = (P . A) * (P . B) & P . (A /\ C) = (P . A) * (P . C) )
by A4, A6, Def5;
hence
A,B,C are_independent_respect_to P
by A3, A7, Def6; verum