EAN: 9783031004865

SYNTHESIS LECTURES ON BIOMEDICAL ENGINEERING ...

This is the second in a series of three short books on probability theory and random processes
for biomedical engineers. This volume focuses on expectation  standard deviation  moments  and
the characteristic function. In addition  conditional expectation  conditional moments and the
conditional characteristic function are also discussed. Jointly distributed random variables
are described  along with joint expectation  joint moments  and the joint characteristic
function. Convolution is also developed. 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. The aim is to
prepare students for the application of this theory to a wide variety of problems  as well give
practicing engineers and researchers a tool to pursue these topics at a more advanced level.
Pertinent biomedical engineering examples are used throughout the text.

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