Join us on a literary world trip!
Add this book to bookshelf
Grey
Write a new comment Default profile 50px
Grey
Subscribe to read the full book or read the first pages for free!
All characters reduced
Exploring Probability and Random Processes Using MATLAB® - cover

Exploring Probability and Random Processes Using MATLAB®

Roshan Trivedi

Publisher: Educohack Press

  • 0
  • 0
  • 0

Summary

"Exploring Probability and Random Processes Using MATLAB®" offers a comprehensive guide to probability theory, stochastic processes, and their practical applications, focusing on intuitive understanding and MATLAB implementation. This book provides readers with a solid foundation in probability and stochastic processes while equipping them with tools and techniques for real-world scenarios.
We begin with an introduction to probability theory, covering random variables, probability distributions, and statistical measures. Readers learn how to analyze and interpret uncertainty, make probabilistic predictions, and understand statistical inference principles.
Moving on to stochastic processes, we explore discrete-time and continuous-time processes, Markov chains, and other key concepts. Practical examples and MATLAB code snippets illustrate essential concepts and demonstrate their implementation in MATLAB.
One distinguishing feature is the emphasis on intuitive understanding and practical application. Complex mathematical concepts are explained clearly and accessibly, making the material approachable for readers with varying mathematical backgrounds. MATLAB examples provide hands-on experience and develop proficiency in using MATLAB for probability and stochastic processes analysis.
Whether you're a student building a foundation in probability theory and stochastic processes, a researcher seeking practical data analysis tools, or a practitioner in engineering or finance, this book will provide the knowledge and skills needed to succeed. With a blend of theoretical insights and practical applications, "Exploring Probability and Random Processes Using MATLAB®" is an invaluable resource.
Available since: 02/20/2025.
Print length: 252 pages.

Other books that might interest you

  • Open for Interpretation - A Doctor's Journey into Astrology - cover

    Open for Interpretation - A...

    Alicia Blando M.D.

    • 0
    • 0
    • 0
    Dr. Alicia Blando learned during the early days of the HIV epidemic that American medical practices fail to holistically support patients. Seeing a gap in medical care, Dr. Blando started seeking advice from unconventional counselors, such as psychics, mediums and astrologers, as well as learning from indigenous healers. “Open for Interpretation: A Doctor’s Journey into Astrology” follows Dr. Blando’s self-discovery journey through her astrological chart and demonstrates how readers can apply this ancient practice to their own path to self-discovery.  
    In conjunction with Western medicine, Dr. Blando believes that the tenets of astrology can support a person’s health, wellbeing, and self-understanding, and can even offer insight into predispositions for certain diseases and illnesses. Dr. Blando takes readers on her pursuit of life’s age-old question, “Am I walking the right path?” She travels from Manhattan to the Peruvian Amazon, Belize, and Bolivia, and learns about time-proven, holistic methods of healing. In her stunning memoir, she shares her story of finally finding the guide she’s been seeking—and explains how we can all use that map to access our higher selves and untapped potential.  
    In “Open for Interpretation”, Dr. Blando’s expedition off the beaten path leads her to true self-exploration and connection with the world around her, as well as a desire to share her knowledge and experience.
    Show book
  • Fundamentals of Enterprise Architecture - Proven Frameworks for Effective Architecture Decisions - cover

    Fundamentals of Enterprise...

    Tanu McCabe

    • 0
    • 0
    • 0
    With the increasing complexity of modern cloud-based systems, an effective enterprise architecture program is more critical than ever. In this practical book, author Tanu McCabe from Capital One provides proven frameworks and practices to define an effective enterprise architecture strategy—one that will enable software and enterprise architects to create and implement great architecture strategies. 
     
     
     
    You'll learn how to create shared alignment across business and technology, embed architecture practices into processes and tooling, incorporate technology and business trends, and instill contextual understanding over siloed decision-making. Complete with examples of patterns and antipatterns, this book provides reusable templates, assessment tools, and practical advice. 
     
     
     
    With this book, you will understand exactly what enterprise architecture is, and why it's important to build an effective enterprise architecture practice; learn who needs to be involved to define and implement architecture strategies; examine common pitfalls that inhibit effective architecture strategies; assess the current state of your organization's architecture practice to identify opportunities for improvement; define your own architecture strategy at both an organizational and personal level by applying the book's frameworks; and more.
    Show book
  • Black Beauty: An Autobiography of a Horse - cover

    Black Beauty: An Autobiography...

    Anna Sewell

    • 0
    • 0
    • 0
    This audiobook is narrated by an AI Voice.  
    "Black Beauty" is a much-beloved classic novel about the life of a horse. The book takes readers through the story of a horse named Black Beauty, who experiences joy and tragedy in his life. 
    Along the way, readers learn about the value of kindness, the importance of caring for animals, and the struggles faced by horses in the Victorian era. 
    With its timeless themes and beautiful writing, "Black Beauty" is an essential classic of literature that will captivate readers of all ages.
    Show book
  • Chaos Theory - cover

    Chaos Theory

    Introbooks Team

    • 0
    • 0
    • 0
    Mathematics contains an important study field under the name Chaos theory. Chaos theory studies the concept and behavior of highly insensitive dynamical systems. It also studies behavior of dynamic systems in initial conditions, which often turns out to be super sensitive at a very high level. In Chaos theory, this concept is referred as Butterfly effect, which is the main field of study in this theory. From which, various branches are spread and constantly progressing and being developed. Various initial conditions are made because of some numerical errors in computations. These errors provide wildly diverging results for some dynamic systems. This makes it almost impossible to predict the behavior of long-term rendering. This happens even when behavior of this system is determined by initial conditions of very same system and no random elements are involved in process. Dynamic systems with such conditions are known as deterministic. In simple words, it can be said that such deterministic behavior or say nature of any kind of dynamic system is not able enough to make them predictable. Such deterministic behavior is known as deterministic chaos or just chaos. The whole theory of chaos is based on this simple fact. Each concept of chaos theory is based on these handful statements. Thus, an attempt was made by Edward Lorenz in order to describe the main concept of chaos theory in a single definition. 
    According to him: 
    “Present can determine the future, but approximate present cannot determine approximate future.” 
    Many natural systems such as weather, climate, etc follow the rules of chaos theory. They possess the same chaotic behavior as described in chaos theory. Not only natural system, but some artificial systems, or system that contains artificial components also follows the same chaotic behavior. Road traffic is a great example of such artificial system since it contains multiple artificial components that are not a part of nature. Chaotic mathematical model is analyzed in order to understand such behaviors of natural and artificial dynamic systems. For such analyzing process, analyzing techniques such as recurrence plots and Poincare maps are implemented. 
    Following is a list of fields and disciplines in which chaos theory is applied or is applicable:MeteorologySociologyPhysicsEnvironmental scienceComputer scienceEngineeringEconomicsBiologyEcologyPhilosophy 
    These are the field, in which chaos theory has been successfully applied, that too with expected results. There are many other fields, in which research is still going on about application of chaos theory. 
    Show book
  • Renewable energy finance: Green bonds - cover

    Renewable energy finance: Green...

    International Renewable Energy...

    • 0
    • 1
    • 0
    Renewables have emerged as a major recipient of green bond proceeds. This brief highlights the need for more green bonds to drive sustainable, climate safe, energy finance.
    Show book
  • Affirmations For Beauty: Glow Up While Sleeping - cover

    Affirmations For Beauty: Glow Up...

    Affirmational Journey

    • 0
    • 0
    • 0
    "Affirmations for Beauty: Glow Up While Sleeping" is a single-session audio experience designed to boost your natural beauty and self-confidence while you sleep. This session features a series of positive affirmations aimed at promoting a radiant appearance and fostering self-love. Combined with calming background sounds, these affirmations help you relax deeply, allowing your subconscious to absorb empowering messages that enhance both inner and outer beauty. Perfect for those seeking a quick and effective way to improve their self-image, this session encourages you to wake up feeling refreshed, confident, and glowing from within.
    Show book