Gaussian Measures in Banach Spaces

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463 Hui-Hsiung Kuo

Gaussian Measures

in Banach Spaces

Springer-Verlag Berlin. Heidelberg- New York 1975

Author Prof. Hui-Hsiung Kuo University of Virginia Department of Mathematics Charlottesville, VA 22903 USA

Library of Ceagress Cataloging in Publication Data

Kuo, H ~ - H s i ~ ,

1941-

Gaussian measures in Banach spaces.

(~ecture notes in m~them~ties ; v. 463) Bibliography: p. Includes in&ex. i. C~ussian measures. 2. Banach spaces. I. Title. II. Series: Lecture notes in mathematics (Berlin) ;

v. 463. QA3.IR8

no. ~63 [QA312]

510'.8s [515'.42]

75-16345

AMS Subject Classifications (1970): 2 8 A 4 0 ISBN 3-540-07173-3 Springer-Verlag Berlin. Heidelberg" N e w Y o r k ISBN 0-387-07173-3 Springer-Verlag New Y o r k . Heidelberg Berlin 9 This work is subject to copyright. All rights are reserved, whether the whole or part of the material is concerned, specifically those of translation, reprinting, re-use of illustrations, broadcasting, reproduction by photocopying machine or similar means, and storage in data banks. Under s 54 of the German Copyright Law where copies are made for other than private use, a fee is payable to the publisher, the amount of the fee to be determined by agreement with the publisher. 9 by Springer-Verlag Berlin Heidelberg 9 1975 Printed in Germany Offsetdruck: Julius Beltz, Hemsbach/Bergstr.

PREFACE

This m o n o g r a p h entitled

is b a s e d on the lecture

"Applications

of M e a s u r e

Theory"

1974 at the U n i v e r s i t y

of Virginia.

the m a t e r i a l

does

very well.

delivered Our p r i m a r y

introduction

to the n o t i o n

of the r e l a t e d first three added

topics.

sections

in w h e n

We c o v e r e d

I rewrote

K.D.

Elworthy

on Banach manifolds. include

their w o r k s

I would Gross

and m a t h e m a t i c a l

that

Kiyosi

two c h a p t e r s

in d e t a i l s among

it w o u l d

an some

and the

sections

were

regret

that

the r e c e n t w o r k s others

see,

title

and study

I deeply

of

on the i n t e g r a t i o n

be too a m b i t i o u s

my a p p r e c i a t i o n

parts

The c o n v e r s a t i o n s I would

to

preparation

of these notes

Kuo for typing is p a r t i a l l y

with

them have

M y special

always

Trent

thanks

the m a n u s c r i p t .

supported

Leonard

encouragement

like to thank T a v a n

of the manuscript.

Smith and F u k u k o

to P r o f e s s o r

Ito for their c o n s t a n t

influence.

to Barbara

Science

space

of

in these notes.

been a source of inspiration. for p r o o f - r e a d i n g

can e a s i l y

the c o u r s e ' s

last four

notes.

and R. Ramer,

like to express

and P r o f e s s o r

the first

the lecture

I feel

with

Wiener

III. The

in this c o u r s e we did not d i s c u s s J. Eells,

in the S p r i n g

in this course was to give

of a b s t r a c t

of C h a p t e r

given

As the reader

not c o o p e r a t e

object

notes of a course

go

The

by the N a t i o n a l

Foundation. H. -H.

Kuo

TABLE

Chapter

I.

Gaussian

measures

w

Hilbert-Schmidt