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This fundamental monograph introduces both the probabilistic and
algebraic aspects of information theory and coding. It has evolved
from the authors' years of experience teaching at the undergraduate
level, including several Cambridge Maths Tripos courses. The book
provides relevant background material, a wide range of worked
examples and clear solutions to problems from real exam papers. It
is a valuable teaching aid for undergraduate and graduate students,
or for researchers and engineers who want to grasp the basic
principles.
Probability and Statistics are as much about intuition and problem
solving as they are about theorem proving. Because of this,
students can find it very difficult to make a successful transition
from lectures to examinations to practice, since the problems
involved can vary so much in nature. Since the subject is critical
in many modern applications such as mathematical finance,
quantitative management, telecommunications, signal processing,
bioinformatics, as well as traditional ones such as insurance,
social science andengineering, the authors have rectified
deficiencies in traditional lecture-based methods by collecting
together a wealth of exercises with complete solutions, adapted to
needs and skills of students. Following on from the success of
Probability and Statistics by Example: Basic Probability and
Statistics, the authors here concentrate on random processes,
particularly Markov processes, emphasising modelsrather than
general constructions. Basic mathematical facts are supplied as and
when they are needed andhistorical information is sprinkled
throughout.
Probability and statistics are as much about intuition and problem
solving as they are about theorem proving. Consequently, students
can find it very difficult to make a successful transition from
lectures to examinations to practice because the problems involved
can vary so much in nature. Since the subject is critical in so
many applications from insurance to telecommunications to
bioinformatics, the authors have collected more than 200 worked
examples and examination questions with complete solutions to help
students develop a deep understanding of the subject rather than a
superficial knowledge of sophisticated theories. With amusing
stories and historical asides sprinkled throughout, this enjoyable
book will leave students better equipped to solve problems in
practice and under exam conditions.
Probability and Statistics are as much about intuition and problem
solving as they are about theorem proving. Because of this,
students can find it very difficult to make a successful transition
from lectures to examinations to practice, since the problems
involved can vary so much in nature. Since the subject is critical
in many modern applications such as mathematical finance,
quantitative management, telecommunications, signal processing,
bioinformatics, as well as traditional ones such as insurance,
social science andengineering, the authors have rectified
deficiencies in traditional lecture-based methods by collecting
together a wealth of exercises with complete solutions, adapted to
needs and skills of students. Following on from the success of
Probability and Statistics by Example: Basic Probability and
Statistics, the authors here concentrate on random processes,
particularly Markov processes, emphasising modelsrather than
general constructions. Basic mathematical facts are supplied as and
when they are needed andhistorical information is sprinkled
throughout.
This fundamental monograph introduces both the probabilistic and
algebraic aspects of information theory and coding. It has evolved
from the authors' years of experience teaching at the undergraduate
level, including several Cambridge Maths Tripos courses. The book
provides relevant background material, a wide range of worked
examples and clear solutions to problems from real exam papers. It
is a valuable teaching aid for undergraduate and graduate students,
or for researchers and engineers who want to grasp the basic
principles.
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