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Play of Chance and Purpose: An Invitation to Probability, Statistics, and Stochasticity Using Simulations and Projects [Mīkstie vāki]

(Plaksha University, Punjab)
  • Formāts: Paperback / softback, 350 pages, Worked examples or Exercises
  • Izdošanas datums: 30-Sep-2025
  • Izdevniecība: Cambridge University Press
  • ISBN-10: 1009338390
  • ISBN-13: 9781009338394
Citas grāmatas par šo tēmu:
  • Formāts: Paperback / softback, 350 pages, Worked examples or Exercises
  • Izdošanas datums: 30-Sep-2025
  • Izdevniecība: Cambridge University Press
  • ISBN-10: 1009338390
  • ISBN-13: 9781009338394
Citas grāmatas par šo tēmu:
Play of Chance and Purpose emphasizes learning probability, statistics, and stochasticity by developing intuition and fostering imagination as a pedagogical approach. This book is meant for undergraduate and graduate students of basic sciences, applied sciences, engineering, and social sciences as an introduction to fundamental as well as advanced topics. The text has evolved out of the author's experience of teaching courses on probability, statistics, and stochastic processes at both undergraduate and graduate levels in India and the United States. Readers will get an opportunity to work on several examples from real-life applications and pursue projects and case-study analyses as capstone exercises in each chapter. Many projects involve the development of visual simulations of complex stochastic processes. This will augment the learners' comprehension of the subject and consequently train them to apply their learnings to solve hitherto unseen problems in science and engineering.

The book is meant for science and engineering undergraduates and graduates pursuing courses in probability, statistics, and stochasticity. It covers essential concepts as well as advanced topics. It aims to boost foundational concepts and emphasize their applications in real-life situations through computer-aided projects and case studies.

Papildus informācija

Aimed at science and engineering undergraduates and graduates, this book explores concepts using computer projects and case studies.
List of Tables; List of Figures; Preface; Acknowledgements;
Chapter
1. Thinking in Probability;
Chapter
2. Probability Distributions;
Chapter
3. Discrete Time Markov Chains;
Chapter
4. Continuous Time Markov Chains and Queues;
Chapter
5. Statistical Experiments;
Chapter
6. Prediction and Time Series Modelling;
Chapter
7. Glimpses of multivariate statistics; Appendix: A Brief Tour of Matrices; Appendix: A Breeze through MATLAB; Index.