Practice Exercises in Probability Distributions - Softcover

SETTATI, Adel; Aznague, Soulaimane; LAHROUZ, Aadil

 
9786208445850: Practice Exercises in Probability Distributions
Softcover
ISBN 10: 620844585X ISBN 13: 9786208445850
Publisher: LAP LAMBERT Academic Publishing, 2025

Synopsis

This book presents a comprehensive collection of solved exercises in probability theory, intended for students, educators, and practitioners in the fields of mathematics, statistics, and related disciplines. The work covers both discrete and continuous probability distributions, exploring fundamental concepts such as random variables, expectation, variance, probability laws, conditional probability, independence, and the central limit theorem. Through a series of carefully structured problems accompanied by rigorous solutions, readers are introduced to classical distributions including binomial, geometric, Poisson, uniform, exponential, and normal distributions. Each chapter is designed to strengthen conceptual understanding and to develop analytical proficiency through application-driven scenarios such as quality control, random sampling, reliability modeling, and statistical inference. In addition to core topics, the book integrates advanced problem-solving strategies, approximation techniques (e.g., normal approximation to the binomial distribution), and real-world applications that bridge theoretical concepts with practical relevance.

"synopsis" may belong to another edition of this title.

Publisher
LAP LAMBERT Academic Publishing
Publication date
2025
Language
English
ISBN 10 
620844585X
ISBN 13 
9786208445850
Binding
Paperback
Number of pages
72