عنوان

Bayesian and frequentist regression methods /

شابک

1441909249

شابک

1441909257

شابک

9781441909244

شابک

9781441909251

شابک اشتباه

9781441909244

شماره

b623585

عنوان اصلي

Bayesian and frequentist regression methods /

نام عام مواد

[Book]

نام نخستين پديدآور

Jon Wakefield.

نام خاص و کميت اثر

1 online resource

عنوان فروست

Springer series in statistics,

شاپا ي ISSN فروست

0172-7397

متن يادداشت

Includes bibliographical references and index.

متن يادداشت

Bayesian and Frequentist Regression Methods provides a modern account of both Bayesian and frequentist methods of regression analysis. Many texts cover one or the other of the approaches, but this is the most comprehensive combination of Bayesian and frequentist methods that exists in one place. The two philosophical approaches to regression methodology are featured here as complementary techniques, with theory and data analysis providing supplementary components of the discussion. In particular, methods are illustrated using a variety of data sets. The majority of the data sets are drawn from biostatistics but the techniques are generalizable to a wide range of other disciplines. While the philosophy behind each approach is discussed, the book is not ideological in nature and an emphasis is placed on practical application. It is shown that, in many situations, careful application of the respective approaches can lead to broadly similar conclusions. To use this text, the reader requires a basic understanding of calculus and linear algebra, and introductory courses in probability and statistical theory. The book is based on the author's experience teaching a graduate sequence in regression methods. The book website contains all of the code to reproduce all of the analyses and figures contained in the book.

منبع سفارش / آدرس اشتراک

Springer

شماره استاندارد بين المللي کتاب و موسيقي

9781441909244

موضوع مستند نشده

Bayesian statistical decision theory.

موضوع مستند نشده

Regression analysis-- Mathematical models.

موضوع مستند نشده

Bayes Theorem.

موضوع مستند نشده

Regression Analysis.

موضوع مستند نشده

Bayesian statistical decision theory.

موضوع مستند نشده

Regression analysis-- Mathematical models.

موضوع مستند نشده

MAT029000

موضوع مستند نشده

PBT

موضوع مستند نشده

QA

شماره

ويراست

شماره رده

نشانه اثر

شماره رده

مستند نام اشخاص تاييد نشده

Wakefield, Jon.

تاريخ عمليات

20201221082700.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

کد کاربرگه

270410

تكميل شده

Y