عنوان

The Bayesian way :

شابک

1119246881

شابک

111924689X

شابک

1119246903

شابک

9781119246886

شابک

9781119246893

شابک

9781119246909

شابک اشتباه

1119246873

شابک اشتباه

9781119246879

عنوان اصلي

The Bayesian way :

نام عام مواد

[Book]

ساير اطلاعات عنواني

introductory statistics for economists and engineers /

نام نخستين پديدآور

Svein Olav Nyberg.

وضعيت ويراست

1st edition.

محل نشرو پخش و غیره

Hoboken, NJ :

نام ناشر، پخش کننده و غيره

John Wiley & Sons,

تاریخ نشرو بخش و غیره

2018.

نام خاص و کميت اثر

1 online resource

متن يادداشت

Includes index.

متن يادداشت

A comprehensive resource that offers an introduction to statistics with a Bayesian angle, for students of professional disciplines like engineering and economics The Bayesian Way offers a basic introduction to statistics that emphasizes the Bayesian approach and is designed for use by those studying professional disciplines like engineering and economics. In addition to the Bayesian approach, the author includes the most common techniques of the frequentist approach. Throughout the text, the author covers statistics from a basic to a professional working level along with a practical understanding of the matter at hand. Filled with helpful illustrations, this comprehensive text explores a wide range of topics, starting with descriptive statistics, set theory, and combinatorics. The text then goes on to review fundamental probability theory and Bayes' theorem. The first part ends in an exposition of stochastic variables, exploring discrete, continuous and mixed probability distributions. In the second part, the book looks at statistical inference. Primarily Bayesian, but with the main frequentist techniques included, it covers conjugate priors through the powerful yet simple method of hyperparameters. It then goes on to topics in hypothesis testing (including utility functions), point and interval estimates (including frequentist confidence intervals), and linear regression. This book: -Explains basic statistics concepts in accessible terms and uses an abundance of illustrations to enhance visual understanding -Has guides for how to calculate the different probability distributions, functions, and statistical properties, on platforms like popular pocket calculators and Mathematica / Wolfram Alpha -Includes example-proofs that enable the reader to follow the reasoning -Contains assignments at different levels of difficulty from simply filling out the correct formula to the complex multi-step text assignments -Offers information on continuous, discrete and mixed probability distributions, hypothesis testing, credible and confidence intervals, and linear regression Written for undergraduate and graduate students of subjects where Bayesian statistics are applied, including engineering, economics, and related fields, The Bayesian Way: With Applications in Engineering and Economics offers a clear understanding of Bayesian statistics that have real-world applications.

منبع سفارش / آدرس اشتراک

Wiley

شماره انبار

9781119246893

عنوان

Bayesian way.

شماره استاندارد بين المللي کتاب و موسيقي

9781119246879

موضوع مستند نشده

Bayesian statistical decision theory.

موضوع مستند نشده

Economics-- Statistical methods.

موضوع مستند نشده

Engineering-- Statistical methods.

موضوع مستند نشده

Bayesian statistical decision theory.

موضوع مستند نشده

Economics-- Statistical methods.

موضوع مستند نشده

Engineering-- Statistical methods.

موضوع مستند نشده

MATHEMATICS-- Applied.

موضوع مستند نشده

MATHEMATICS-- Probability & Statistics-- General.

موضوع مستند نشده

MAT-- 003000

موضوع مستند نشده

MAT-- 029000

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Nyberg, Svein Olav

تاريخ عمليات

20200822152825.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y