عنوان

Bayesian analysis of time series /

شابک

0429488440

شابک

0429948905

شابک

0429948913

شابک

0429948921

شابک

9780429488443

شابک

9780429948909

شابک

9780429948916

شابک

9780429948923

شابک اشتباه

1138591521

شابک اشتباه

9781138591523

عنوان اصلي

Bayesian analysis of time series /

نام عام مواد

[Book]

نام نخستين پديدآور

Lyle D. Broemeling.

محل نشرو پخش و غیره

Boca Raton :

نام ناشر، پخش کننده و غيره

CRC Press, Taylor & Francis Group,

تاریخ نشرو بخش و غیره

2019.

نام خاص و کميت اثر

1 online resource

متن يادداشت

In many branches of science relevant observations are taken sequentially over time. Bayesian Analysis of Time Series discusses how to use models that explain the probabilistic characteristics of these time series and then utilizes the Bayesian approach to make inferences about their parameters. This is done by taking the prior information and via Bayes theorem implementing Bayesian inferences of estimation, testing hypotheses, and prediction. The methods are demonstrated using both R and WinBUGS. The R package is primarily used to generate observations from a given time series model, while the WinBUGS packages allows one to perform a posterior analysis that provides a way to determine the characteristic of the posterior distribution of the unknown parameters. Features Presents a comprehensive introduction to the Bayesian analysis of time series. Gives many examples over a wide variety of fields including biology, agriculture, business, economics, sociology, and astronomy. Contains numerous exercises at the end of each chapter many of which use R and WinBUGS. Can be used in graduate courses in statistics and biostatistics, but is also appropriate for researchers, practitioners and consulting statisticians. About the author Lyle D. Broemeling, Ph. D., is Director of Broemeling and Associates Inc., and is a consulting biostatistician. He has been involved with academic health science centers for about 20 years and has taught and been a consultant at the University of Texas Medical Branch in Galveston, The University of Texas MD Anderson Cancer Center and the University of Texas School of Public Health. His main interest is in developing Bayesian methods for use in medical and biological problems and in authoring textbooks in statistics. His previous books for Chapman & Hall/CRC include Bayesian Biostatistics and Diagnostic Medicine, and Bayesian Methods for Agreement.

منبع سفارش / آدرس اشتراک

Taylor & Francis

شماره انبار

9780429488443

شماره استاندارد بين المللي کتاب و موسيقي

1138591521

موضوع مستند نشده

Bayesian statistical decision theory, Textbooks.

موضوع مستند نشده

Time-series analysis, Textbooks.

موضوع مستند نشده

Bayesian statistical decision theory.

موضوع مستند نشده

MATHEMATICS-- Applied.

موضوع مستند نشده

MATHEMATICS-- Probability & Statistics-- General.

موضوع مستند نشده

REFERENCE-- General.

موضوع مستند نشده

Time-series analysis.

موضوع مستند نشده

MAT-- 003000

موضوع مستند نشده

MAT-- 029000

موضوع مستند نشده

PBT

موضوع مستند نشده

REF-- 000000

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Broemeling, Lyle D.,1939-

تاريخ عمليات

20200822163232.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y