Probability and Statistical Inference

By Magdalena Niewiadomska-Bugaj, Robert Bartoszynski | Publisher: Wiley

About the book

Now updated in a valuable new edition—this user-friendly book focuses on understanding the \"why\" of mathematical statistics

Probability and Statistical Inference, Second Edition introduces key probability and statis-tical concepts through non-trivial, real-world examples and promotes the developmentof intuition rather than simple application. With its coverage of the recent advancements in computer-intensive methods, this update successfully provides the comp-rehensive tools needed to develop a broad understanding of the theory of statisticsand its probabilistic foundations. This outstanding new edition continues to encouragereaders to recognize and fully understand the why, not just the how, behind the concepts,theorems, and methods of statistics. Clear explanations are presented and appliedto various examples that help to impart a deeper understanding of theorems and methods—from fundamental statistical concepts to computational details.

Additional features of this Second Edition include:

  • A new chapter on random samples

  • Coverage of computer-intensive techniques in statistical inference featuring Monte Carlo and resampling methods, such as bootstrap and permutation tests, bootstrap confidence intervals with supporting R codes, and additional examples available via the book's FTP site

  • Treatment of survival and hazard function, methods of obtaining estimators, and Bayes estimating

  • Real-world examples that illuminate presented concepts

  • Exercises at the end of each section

Providing a straightforward, contemporary approach to modern-day statistical applications, Probability and Statistical Inference, Second Edition is an ideal text for advanced undergraduate- and graduate-level courses in probability and statistical inference. It also serves as a valuable reference for practitioners in any discipline who wish to gain further insight into the latest statistical tools.

Editions of Probability and Statistical Inference

Hardcover
ISBN 9780471696933
EBook
ISBN 9780470191583
EBook
ISBN 9780470191590

Read an Excerpt

Now updated in a valuable new edition—this user-friendly book focuses on understanding the \"why\" of mathematical statistics

Probability and Statistical Inference, Second Edition introduces key probability and statis-tical concepts through non-trivial, real-world examples and promotes the developmentof intuition rather than simple application. With its coverage of the recent advancements in computer-intensive methods, this update successfully provides the comp-rehensive tools needed to develop a broad understanding of the theory of statisticsand its probabilistic foundations. This outstanding new edition continues to encouragereaders to recognize and fully understand the why, not just the how, behind the concepts,theorems, and methods of statistics. Clear explanations are presented and appliedto various examples that help to impart a deeper understanding of theorems and methods—from fundamental statistical concepts to computational details.

Additional features of this Second Edition include:

  • A new chapter on random samples

  • Coverage of computer-intensive techniques in statistical inference featuring Monte Carlo and resampling methods, such as bootstrap and permutation tests, bootstrap confidence intervals with supporting R codes, and additional examples available via the book's FTP site

  • Treatment of survival and hazard function, methods of obtaining estimators, and Bayes estimating

  • Real-world examples that illuminate presented concepts

  • Exercises at the end of each section

Providing a straightforward, contemporary approach to modern-day statistical applications, Probability and Statistical Inference, Second Edition is an ideal text for advanced undergraduate- and graduate-level courses in probability and statistical inference. It also serves as a valuable reference for practitioners in any discipline who wish to gain further insight into the latest statistical tools.

Frequently Asked Questions

What is Probability and Statistical Inference about?

Now updated in a valuable new edition—this user-friendly book focuses on understanding the \"why\" of mathematical statistics

Probability and Statistical Inference, Second Edition introduces key probability and statis-tical concepts through non-trivial, real-world examples and promotes the developmentof intuition rather than simple application. With its coverage of the recent advancements in computer-intensive methods, this update successfully provides the comp-rehensive tools needed to develop a broad understanding of the theory of statisticsand its probabilistic foundations. This outstanding new edition continues to encouragereaders to recognize and fully understand the why, not just the how, behind the concepts,theorems, and methods of statistics. Clear explanations are presented and appliedto various examples that help to impart a deeper understanding of theorems and methods—from fundamental statistical concepts to computational details.

Additional features of this Second Edition include:

  • A new chapter on random samples

  • Coverage of computer-intensive techniques in statistical inference featuring Monte Carlo and resampling methods, such as bootstrap and permutation tests, bootstrap confidence intervals with supporting R codes, and additional examples available via the book's FTP site

  • Treatment of survival and hazard function, methods of obtaining estimators, and Bayes estimating

  • Real-world examples that illuminate presented concepts

  • Exercises at the end of each section

Providing a straightforward, contemporary approach to modern-day statistical applications, Probability and Statistical Inference, Second Edition is an ideal text for advanced undergraduate- and graduate-level courses in probability and statistical inference. It also serves as a valuable reference for practitioners in any discipline who wish to gain further insight into the latest statistical tools.

What core themes, tropes, or subjects are explored in Probability and Statistical Inference?

Mathematics and Science > Mathematics > Probability and statistics

Where can I read a sample of Probability and Statistical Inference?

You can read an official preview of the few pages here https://www.book2look.com/book/9780471696933

Is Probability and Statistical Inference part of a series, and can it be read as a standalone?

Yes it is a part of series Wiley Series in Probability and Statistics

Who is/are the Author/s of the book Probability and Statistical Inference?

Magdalena Niewiadomska-Bugaj, Robert Bartoszynski

Who is the Publisher of the book Probability and Statistical Inference?

Wiley

What are the ISBN numbers for the physical and digital editions?

Probability and Statistical Inference is available as hardcover(ISBN 9780471696933) and ebook(ISBN 9780470191583) and ebook(ISBN 9780470191590)

Where can I buy Probability and Statistical Inference online or support local independent bookshops?

You can buy Probability and Statistical Inference from below

Where can I buy Probability and Statistical Inference?