Basic Probability Theory for Biomedical Engineers - JohnD. Enderle.pdf - ksiazki w pdf - shaerogorath

Basic Probability Theory

for Biomedical Engineers

any form or by any means—electronic, mechanical, photocopy, recording, or any other except for brief quotations

in printed reviews, without the prior permission of the publisher.

Basic Probability Theory for Biomedical Engineers

John D. Enderle, David C. Farden, Daniel J. Krause

www.morganclaypool.com

ISBN: 1598290606 paper

ISBN: 9781598290608 paper

ISBN: 1598290614 ebook

ISBN: 9781598290615 ebook

DOI10.2200/S00037ED1V01Y200606BME005

Library of Congress Cataloging-in-Publication Data

A Publication in the Morgan & Claypool Publishers’ series

SYNTHESIS LECTURES ON BIOMEDICAL ENGINEERING

Lecture #5

Series Editor and Affliation: John D. Enderle, University of Connecticut

1930-0328 Print

1930-0336 Electronic

First Edition

10 9 8 7 6 5 4 3 2 1

Printed in the United States of America

Basic Probability Theory

for Biomedical Engineers

John D. Enderle

Program Director & Professor for Biomedical Engineering

University of Connecticut

David C. Farden

Professor of Electrical and Computer Engineering

North Dakota State University

Daniel J. Krause

Emeritus Professor of Electrical and Computer Engineering

North Dakota State University

SYNTHESIS LECTURES ON BIOMEDICAL ENGINEERING #5

& C

Morgan & Claypool Publishers

ABSTRACT

This is the ﬁrst in a series of short books on probability theory and random processes for

biomedical engineers. This text is written as an introduction to probability theory. The goal was

to prepare students, engineers and scientists at all levels of background and experience for the

application of this theory to a wide variety of problems—as well as pursue these topics at a more

advanced level. The approach is to present a uniﬁed treatment of the subject. There are only

a few key concepts involved in the basic theory of probability theory. These key concepts are

all presented in the ﬁrst chapter. The second chapter introduces the topic of random variables.

Later chapters simply expand upon these key ideas and extend the range of application. A

considerable effort has been made to develop the theory in a logical manner—developing

special mathematical skills as needed. The mathematical background required of the reader

is basic knowledge of differential calculus. Every effort has been made to be consistent with

commonly used notation and terminology—both within the engineering community as well

as the probability and statistics literature. Biomedical engineering examples are introduced

throughout the text and a large number of self-study problems are available for the reader.

KEYWORDS

Probability Theory, Random Processes, Engineering Statistics, Probability and Statistics for

Biomedical Engineers, Statistics.

Basic Probability Theory for Biomedical Engineers - JohnD. Enderle.pdf

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