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"Correlation Theory of Stationary and Related Random " "Functions"
is an elementary introduction to the most important part of the
theory dealing only with the first and second moments of these
functions. This theory is a significant part of modern probability
theory and offers both intrinsic mathematical interest and many
concrete and practical applications. Stationary random functions
arise in connection with stationary time series which are so
important in many areas of engineering and other applications. This
book presents the theory in such a way that it can be understood by
readers without specialized mathematical backgrounds, requiring
only the knowledge of elementary calculus. The first volume in this
two-volume exposition contains the main theory; the supplementary
notes and references of the second volume consist of detailed
discussions of more specialized questions, some more additional
material (which assumes a more thorough mathematical background
than the rest of the book) and numerous references to the extensive
literature.
The theory of random functions is a very important and advanced
part of modem probability theory, which is very interesting from
the mathematical point of view and has many practical applications.
In applications, one has to deal particularly often with the
special case of stationary random functions. Such functions
naturally arise when one considers a series of observations x(t)
which depend on the real-valued or integer-valued ar gument t
("time") and do not undergo any systematic changes, but only
fluctuate in a disordered manner about some constant mean level.
Such a time series x(t) must naturally be described statistically,
and in that case the stationary random function is the most
appropriate statistical model. Stationary time series constantly
occur in nearly all the areas of modem technology (in particular,
in electrical and radio engineering, electronics, and automatic
control) as well as in all the physical and geophysical sciences,
in many other ap mechanics, economics, biology and medicine, and
also plied fields. One of the important trends in the recent
development of science and engineering is the ever-increasing role
of the fluctuation phenomena associated with the stationary
disordered time series. Moreover, at present, more general classes
of random functions related to a class of stationary random
functions have also been appearing quite often in various applied
studies and hence have acquired great practical importance."
If ever a book on turbulence could be called definitive, declared
Science, "it is this book by two of Russia's most eminent and
productive scientists in turbulence, oceanography, and atmospheric
physics." Noted for its clarity as well as its comprehensive
treatment, this two-volume set serves as text or reference. 1971
edition.
Over 170 challenging problems ranging from the relatively simple to the extremely difficult. Volume 2 contains 74 problems on points and lines, topology, convex polygons, nondecimal counting, other topics. Solutions.
Over 170 challenging problems ranging from the relatively simple to the extremely difficult. Volume 1 contains 100 problems on probability theory and combinatorial analysis.
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