Probability, Random Variables and Stochastic Processes

Athanasios Papoulis

Genre

Recommended By

Book Synopsis

"Probability, Random Variables and Stochastic Processes" by Athanasios Papoulis is a comprehensive book that introduces the fundamental concepts and applications of probability, random variables, and stochastic processes.

With a clear and concise writing style, the book covers a wide range of topics including probability spaces, random variables, distribution functions, expectation, and conditional probability. It then delves into the various types of random variables such as discrete and continuous random variables, as well as multivariate random variables.

The book also explores important concepts such as moment-generating functions, characteristic functions, and transformation of random variables. It provides comprehensive coverage of important probability distributions, including the binomial, Poisson, exponential, and normal distributions, along with their properties and applications.

Moreover, the author discusses the theory and applications of stochastic processes, including Markov chains and processes, martingales, and random walks. The book also touches upon important topics in signal processing, such as random signals, power spectral density, and stationary processes.

Throughout the book, the author presents the material in a logical and systematic manner, accompanied by numerous examples and exercises to enhance understanding. Furthermore, the book provides a mathematical foundation for students and professionals in engineering, mathematics, and other related fields.

In conclusion, "Probability, Random Variables and Stochastic Processes" by Athanasios Papoulis is an indispensable resource that offers a rigorous and accessible introduction to the key concepts and applications of probability, random variables, and stochastic processes.

Explore More Books

See All
The Trap
The Amber Spyglass
The Columbian Exchange
Mindfulness
With All Due Respect
Information
Ford vs. Ferrari
San Fransicko
Influence
The Transit of Venus
Physics of the Impossible
Other People's Money
The Art Of Doing Science And Engineering
Game of Thorns
Facing Codependence
Freakonomics
Bitcoin
Son of the Morning Star
Heaven on Earth
Lenin
The Gray Lady Winked
Self Belief
The Reluctant Mr. Darwin
Seeker
One of a Kind
Stuff and Nonsense
The Golden Trade of the Moors
Farsighted
The German Generals Talk
Zen Mind, Beginners Mind
The World That Wasn't
Search Inside Yourself
Blink
Chapterhouse: Dune
The Upside of Inequality
Be Here Now
The Great Gatsby
Nonviolent Communication
United States of Socialism
First Friends
Lean In
The Writing Life
How To Live
Putin's Kleptocracy
Job Stacking
Life in the English Country House
Private Truths, Public Lies
Save The Cat!
Adultery
If The Universe Is Teeming With Aliens...Where Is Everybody?
Rock On
We Are The Nerds
Marc's Mission
The Story of Civilization: The Age of Reason Begins
I Will Teach You To Be Rich
Sex, Ecology, Spirituality
The Book of Nothing
The Last Lecture
Ice Age
Home Economics
Opportunity Knocks
History of the World
Value Investing
Not Fade Away
Nixonland
Ponzi's Scheme
Necessary Dreams
Fleishman Is In Trouble
The Spy and The Traitor
Hoover Dam
One Monster After Another
Count Down
Of Wolves and Men
The Cost Of Hope
The Things They Carried
Alchemy
Execution
The Bottomless Well
Blitzscaling
Thinking with Type
The Book of Life
Certain To Win
Just Mercy
V for Vendetta
The River of Doubt
The Paris Architect
The Heart
The Madness of Crowds
Living With A SEAL
Four Quartets
Gay Like Me
Common Stocks and Uncommon Profits
Diocletian and the Roman Recovery
COAN
Ready Player One
Look to Windward
Hamlet
The Storm of Steel
Whiplash
The Sovereign Individual