let Omega be non empty finite set ; for X being Real-Valued-Random-Variable of (Trivial-SigmaField Omega)
for G being FinSequence of REAL
for s being FinSequence of Omega st len G = card Omega & s is one-to-one & rng s = Omega & len s = card Omega & ( for n being Nat st n in dom G holds
G . n = X . (s . n) ) holds
expect (X,(Trivial-Probability Omega)) = (Sum G) / (card Omega)
let X be Real-Valued-Random-Variable of (Trivial-SigmaField Omega); for G being FinSequence of REAL
for s being FinSequence of Omega st len G = card Omega & s is one-to-one & rng s = Omega & len s = card Omega & ( for n being Nat st n in dom G holds
G . n = X . (s . n) ) holds
expect (X,(Trivial-Probability Omega)) = (Sum G) / (card Omega)
let G be FinSequence of REAL ; for s being FinSequence of Omega st len G = card Omega & s is one-to-one & rng s = Omega & len s = card Omega & ( for n being Nat st n in dom G holds
G . n = X . (s . n) ) holds
expect (X,(Trivial-Probability Omega)) = (Sum G) / (card Omega)
let s be FinSequence of Omega; ( len G = card Omega & s is one-to-one & rng s = Omega & len s = card Omega & ( for n being Nat st n in dom G holds
G . n = X . (s . n) ) implies expect (X,(Trivial-Probability Omega)) = (Sum G) / (card Omega) )
assume that
A1:
len G = card Omega
and
A2:
( s is one-to-one & rng s = Omega )
and
A3:
len s = card Omega
and
A4:
for n being Nat st n in dom G holds
G . n = X . (s . n)
; expect (X,(Trivial-Probability Omega)) = (Sum G) / (card Omega)
set P = Trivial-Probability Omega;
deffunc H1( Nat) -> Element of REAL = In (((X . (s . $1)) * ((Trivial-Probability Omega) . {(s . $1)})),REAL);
consider F being FinSequence of REAL such that
A5:
( len F = len G & ( for j being Nat st j in dom F holds
F . j = H1(j) ) )
from FINSEQ_2:sch 1();
A6:
dom F = dom G
by A5, FINSEQ_3:29;
reconsider cG = (1 / (card Omega)) (#) G as FinSequence of REAL by RVSUM_1:145;
A7:
dom F = dom cG
by A6, VALUED_1:def 5;
A8:
for n being Nat st n in dom cG holds
cG . n = F . n
proof
let n be
Nat;
( n in dom cG implies cG . n = F . n )
assume A9:
n in dom cG
;
cG . n = F . n
dom s =
Seg (len s)
by FINSEQ_1:def 3
.=
dom F
by A1, A3, A5, FINSEQ_1:def 3
;
then
s . n in Omega
by A9, PARTFUN1:4, A7;
then reconsider A =
{(s . n)} as
Singleton of
Omega by RPR_1:4;
A10:
(Trivial-Probability Omega) . {(s . n)} =
prob A
by Def1
.=
1
/ (card Omega)
by RPR_1:14
;
thus cG . n =
(1 / (card Omega)) * (G . n)
by VALUED_1:6
.=
(1 / (card Omega)) * (X . (s . n))
by A4, A6, A9, A7
.=
H1(
n)
by A10
.=
F . n
by A5, A9, A7
;
verum
end;
A11:
for n being Nat st n in dom cG holds
cG . n = (X . (s . n)) * ((Trivial-Probability Omega) . {(s . n)})
dom F = dom ((1 / (card Omega)) (#) G)
by A6, VALUED_1:def 5;
then A14:
(1 / (card Omega)) (#) G = F
by FINSEQ_1:13, A8;
A15:
len cG = card Omega
by A1, A5, A14;
A16:
s is one-to-one
by A2;
( rng s = Omega & len s = card Omega )
by A2, A3;
then
expect (X,(Trivial-Probability Omega)) = Sum cG
by Th31, A15, A16, A11;
then expect (X,(Trivial-Probability Omega)) =
Sum cG
.=
Sum ((1 / (card Omega)) (#) G)
.=
(1 / (card Omega)) * (Sum G)
by RVSUM_1:87
.=
(Sum G) / (card Omega)
by XCMPLX_1:99
;
hence
expect (X,(Trivial-Probability Omega)) = (Sum G) / (card Omega)
; verum