Statistics and Probability: Fundamentals and Practical Applications - Couverture souple

Luque Zevallos, Helbert Justo

Couverture souple

ISBN 13 : 9798283279695

Editeur : Independently published, 2025

Synopsis

🎓 Statistics and Probability
Fundamentals and Practical Applications

Do you want to gain a deep understanding of statistics and probability and apply them effectively to real‐world data analysis?

This book is a comprehensive, structured guide for students, educators, and researchers seeking to build a solid foundation in descriptive statistics, inference, sampling, and probability theory, with a focus on solving real‐world problems across various disciplines.

🔍 What will you find in this work?

✅ Descriptive Statistics from Scratch
Learn how to organize, classify, and present data clearly. Discover how to calculate and interpret measures of central tendency, dispersion, skewness, and kurtosis, accompanied by illustrative charts and diagrams.

✅ Efficient Sampling Techniques
Explore sampling methods such as simple random, stratified, and cluster sampling. Understand their importance in statistical studies and how they ensure the validity of results.

✅ Probability and Random Events
Master counting principles, the concept of the sample space, and the laws governing probability. Includes Bayes’ Theorem and conditional probability with practical applications.

✅ Probability Distributions
Study discrete distributions like binomial, Poisson, and hypergeometric, as well as continuous distributions such as normal and exponential. Learn when and how to use each one.

✅ Random Variables and Bivariate Analysis
Analyze relationships between variables through covariance and correlation. Explore the behavior of discrete and continuous random variables, their expected value and variance, with emphasis on the Central Limit Theorem.

🧠 Includes:
✔ Rigorous proofs in accessible language
✔ Step‐by‐step illustrative examples
✔ Solved and proposed exercises in each unit
✔ Applications in social sciences, economics, engineering, and more

📌 Ideal for:

• Undergraduate students in mathematics, economics, psychology, and engineering

• Educators seeking a solid, up‐to‐date, well‐grounded text

• Professionals who need statistical tools for analysis and decision‐making

📘 Series: Bachelor’s in Mathematics
🛡 Legal Information:
📄 ISBN: 9798283279695
📍 Country of Origin: Peru
📚 Independent Publisher: Helbert Justo Luque Zevallos
🏠 Registered Address: Coop. Vista Alegre E-2, Alto Selva Alegre, Arequipa, Peru
🔗 Available on Amazon: https://www.amazon.com

Are you ready to master the statistical tools that underpin data science?
📖 Get your copy and expand your analytical capabilities with this essential work!

Détails de l'édition

• Éditeur: Independently published
• Date d'édition: 2025
• Langue: anglais
• ISBN 13: 9798283279695
• Reliure: Broché
• Nombre de pages: 463
• Coordonnées du fabricant: Manufactured by Amazon on behalf of the author; https://www.amazon.fr/hz/contact-us; ; c/o Amazon Media EU S.à.r.l., 38 Avenue John F. Kennedy; Luxembourg; L-1855; Luxembourg