𝔖 Scriptorium
✦   LIBER   ✦

πŸ“

Probability and Statistical Theory for Applied Researchers

✍ Scribed by Thomas W. Epps


Publisher
World Scientific
Year
2013
Tongue
English
Leaves
818
Category
Library

⬇  Acquire This Volume

No coin nor oath required. For personal study only.

✦ Synopsis


This book presents the theory of probability and mathematical statistics at a level suitable for researchers at the frontiers of applied disciplines. Examples and exercises make essential concepts in measure theory and analysis accessible to those with preparation limited to vector calculus. Complete, detailed solutions to all the exercises demonstrate techniques of problem solving and provide immediate feedback.

Part I, The Theory of Probability, starts with elementary set theory and proceeds through basic measure and probability, random variables, integration and mathematical expectation. It concludes with an extensive survey of models for distributions of random variables. Part II, The Theory of Statistics, begins with sampling theory and distribution theory for statistics from normal populations, proceeds to asymptotic (large-sample) theory, and on to point and interval estimation and tests of parametric hypotheses. The last three chapters cover tests of nonparametric hypotheses, Bayesian methods, and linear and nonlinear regression.

Researchers and graduate students in applied fields such as actuarial science, biostatistics, economics, finance, mathematical psychology, and systems engineering will find this book to be a valuable learning tool and an essential reference.

✦ Subjects


ΠœΠ°Ρ‚Π΅ΠΌΠ°Ρ‚ΠΈΠΊΠ°;ВСория вСроятностСй ΠΈ матСматичСская статистика;


πŸ“œ SIMILAR VOLUMES


System Reliability Theory: Models and St
✍ Arnljot Hoyland, Marvin Rausand πŸ“‚ Library πŸ“… 1994 πŸ› Wiley-Interscience 🌐 English

This is the most complete reliability book that I have seen. It is appropriate as both a textbook and a reference. It is well-written and easy to understand. I highly recommend this book for anybody interested in learning reliability theory.

Models for Probability and Statistical I
✍ James H. Stapleton πŸ“‚ Library πŸ“… 2007 πŸ› Wiley-Interscience 🌐 English

This concise, yet thorough, book is enhanced with simulations and graphs to build the intuition of readers Models for Probability and Statistical Inference was written over a five-year period and serves as a comprehensive treatment of the fundamentals of probability and statistical inferenc

Models for Probability and Statistical I
✍ James H. Stapleton πŸ“‚ Library πŸ“… 2008 πŸ› Wiley-Interscience 🌐 English

This concise, yet thorough, book is enhanced with simulations and graphs to build the intuition of readers<br /> <br /> Models for Probability and Statistical Inference was written over a five-year period and serves as a comprehensive treatment of the fundamentals of probability and statistical infe

Probability and Statistics: Theory and A
✍ Gunnar Blom (auth.) πŸ“‚ Library πŸ“… 1989 πŸ› Springer-Verlag New York 🌐 English

<p>This is a somewhat extended and modified translation of the third edition of the text, first published in 1969. The Swedish edition has been used for many years at the Royal Institute of Technology in Stockholm, and at the School of Engineering at Link6ping University. It is also used in elementa