2212 CHAPTER 64. WIENER PROCESSES

The second term clearly converges to 0 as n→ ∞. Consider the first term. To simplify, lett = x−2p|h|

|h| . Then this term reduces to(1

(n+1)!

)2p 22p(n+1) |h|2p(n+1) |h|√2π

e2p|h|2∫R

e−t2t2p(n+1)dt

= 2(

1(n+1)!

)2p 22p(n+1) |h|2p(n+1) |h|√2π

e2p|h|2∫

0e−t2

t2p(n+1)dt

Now let t2 = u. Then this becomes

2(

1(n+1)!

)2p 22p(n+1) |h|2p(n+1) |h|√2π

e2p|h|2∫

0e−uup(n+1)u−(1/2) 1

2du

=

(1

(n+1)!

)2p 22p(n+1) |h|2p(n+1) |h|√2π

e2p|h|2∫

0e−uup+np− 1

2 du

≤ C (h)(2 |h|)2p(n+1) 1(n+1)!

1

((n+1)!)2p−1 Γ

(p(n+1)− 1

2

)= C (h)

(2 |h|)2p(n+1)

(n+1)!Γ(

p(n+1)− 12

)((n+1)!)2p−1

≤ C (h)

(22 |h|2

)p(n+1)

(n+1)!Γ(

p(n+1)− 12

)((n+1)!)2p−1

= C (h)

(22 |h|2

)p(n+1)

(n+1)!(p(n+1))!

((n+1)!)2p−1

this converges to 0 as n→ ∞. This is obvious for (22|h|2)p(n+1)

(n+1)! . Consider (p(n+1))!((n+1)!)2p−1 .By

the ratio test, ∑n(p(n+1))!

((n+1)!)2p−1 < ∞ so this also converges to 0. The details of this ratio testargument are as follows. The ratio, after simplifying is

p factors︷ ︸︸ ︷(pn+2p)(pn+2p−1) · · ·(pn+ p+1)

(n+2)2p−1 ≤ pp (n+ p)p

(n+2)2p−1

which clearly converges to 0 since 2p−1 > p since p is an integer larger than 1.

Therefore,{∣∣∣W (h)n+1

(n+1)!

∣∣∣eW (h)}∞

n=1is bounded in L2p (Ω). Then

∫Ω

∣∣∣∣∣ n

∑k=0

W (h)k

k!− eW (h)

∣∣∣∣∣p

dP→ 0

because the integrand is bounded by(∣∣∣W (h)n+1

(n+1)!

∣∣∣eW (h))p

and it was just shown that these

functions are bounded in L2 (Ω) . Therefore, the claimed convergence follows from theVitali convergence theorem.

2212 CHAPTER 64. WIENER PROCESSESThe second term clearly converges to 0 as n — o. Consider the first term. To simplify, lett— 22alhlmL Then this term reduces to2p 42 1) |p |2P@+))(; 1 ) 22P (m1) |pfPrn AL earn? fone ayn+1)! V2n JR2p 2 1 co_ ( — 7 Al opin? [eterna(n+1)! V2n 0Now let 2 = wu. Then this becomes2P y2p(n+1 2p(n+1) °°yf A _\P 2ree) ne? aon? een) (0/2) Lay(n+1)! V2n ° °_ ( 1 PAN ant [enue ha(n+1)! V2 01 I I< 2p(n+1) aS CCH) (2/Al) G+! Gane PU >(2|ajy7?"*) E(p(n+1) 5)(n+ 1)! ((n $11)?!p(nt+1)(27 nl?) ° T (p(n +1)—3)(n+1)! ((n+1)!)?? |(n+1)(21) inna)(n+1)! (nt)?!= c(h)IAC(h)(224072 "9(p(n+1))!(n+l)! . B(nt 1)?the ratio test, ), went < co so this also converges to 0. The details of this ratio testargument are as follows. The ratio, after simplifying isthis converges to 0 as n — 00, This is obvious for . Considerp factors(pn +2p) (pn+2p—1)-:-(pnt+p+1) — pP(ntp)?(n+2)?"! ~ (n +2)?!which clearly converges to 0 since 2p — 1 > p since p is an integer larger than 1.n+l ©Therefore, {|x “ ewe} ; is bounded in L?? (Q). Thenn=(n+1)!ibecause the integrand is bounded by (PpdP +0y W (h) _ win)k}k=0why"!(n+1)!functions are bounded in L* (Q). Therefore, the claimed convergence follows from theVitali convergence theorem. §jeW( ) and it was just shown that these