عنوان

Model averaging /

شابک

3662585413

شابک

3662585421

شابک

9783662585412

شابک

9783662585429

شابک اشتباه

3662585405

شابک اشتباه

9783662585405

عنوان اصلي

Model averaging /

نام عام مواد

[Book]

نام نخستين پديدآور

David Fletcher.

محل نشرو پخش و غیره

Berlin, Germany :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

2018.

نام خاص و کميت اثر

1 online resource

عنوان فروست

SpringerBriefs in statistics

متن يادداشت

Includes bibliographical references and index.

متن يادداشت

Why Model Averaging? -- Bayesian Model Averaging -- Frequentist Model Averaging -- Summary and Future Directions.

بدون عنوان

0

متن يادداشت

This book provides a concise and accessible overview of model averaging, with a focus on applications. Model averaging is a common means of allowing for model uncertainty when analysing data, and has been used in a wide range of application areas, such as ecology, econometrics, meteorology and pharmacology. The book presents an overview of the methods developed in this area, illustrating many of them with examples from the life sciences involving real-world data. It also includes an extensive list of references and suggestions for further research. Further, it clearly demonstrates the links between the methods developed in statistics, econometrics and machine learning, as well as the connection between the Bayesian and frequentist approaches to model averaging. The book appeals to statisticians and scientists interested in what methods are available, how they differ and what is known about their properties. It is assumed that readers are familiar with the basic concepts of statistical theory and modelling, including probability, likelihood and generalized linear models.

منبع سفارش / آدرس اشتراک

Springer Nature

شماره انبار

com.springer.onix.9783662585412

شماره استاندارد بين المللي کتاب و موسيقي

9783662585405

شماره استاندارد بين المللي کتاب و موسيقي

9783662585429

موضوع مستند نشده

Averaging method (Differential equations)

موضوع مستند نشده

Averaging method (Differential equations)

موضوع مستند نشده

MATHEMATICS-- Applied.

موضوع مستند نشده

MATHEMATICS-- Probability & Statistics-- General.

موضوع مستند نشده

MAT-- 003000

موضوع مستند نشده

MAT-- 029000

موضوع مستند نشده

PBT

موضوع مستند نشده

PBT

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Fletcher, David

تاريخ عمليات

20200823193105.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y