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Philosophy of statistics

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Philosophy of statisticsedited by Prasanta S. Bandyopadhyay, Malcolm R. Forster.
其他作者:	Forster, Malcolm R.
出版者:	Oxford :North-Holland,2011.
面頁冊數:	1 online resource (xvi, 1229 p.)
標題:	StatisticsPhilosophy.
電子資源:	http://www.sciencedirect.com/science/book/9780444518620
ISBN:	9780444518620 (electronic bk.)

Philosophy of statistics
Philosophy of statistics[electronic resource] /edited by Prasanta S. Bandyopadhyay, Malcolm R. Forster. - Oxford :North-Holland,2011. - 1 online resource (xvi, 1229 p.) - Handbook of philosophy of science ;v. 7. - Handbook of philosophy of science ;v. 7..

Includes bibliographical references and index.

Probability & statistics -- Philosophical controversies about conditional probability -- Four paradigns of statistics -- Likelihood principle -- Recent advances in model selection -- Attempts to understand different aspects of "randomness" -- Probabilistics and statistical paradoxes -- Statistics and inductive inference -- Various issues about causal inference -- Some philosophical issues concerning statistical learning theory -- Different approaches to simplicity related to inference and truth -- Special problems in statistics/computer science -- An application of statistics to climate change -- Historical approaches to probability/statistics.

Statisticians and philosophers of science have many common interests but restricted communication with each other. This volume aims to remedy these shortcomings. It provides state-of-the-art research in the area of Philosophy of Statistics by encouraging numerous experts to communicate with one another without feeling "restricted" by their disciplines or thinking "piecemeal" in their treatment of issues. A second goal of this book is to present work in the field without bias toward any particular statistical paradigm. Broadly speaking, the essays in this Handbook are concerned with problems of induction, statistics and probability. For centuries, foundational problems like induction have been among philosophers' favorite topics; recently, however, non-philosophers have increasingly taken a keen interest in these issues. This volume accordingly contains papers by both philosophers and non-philosophers, including scholars from nine academic disciplines. Provides a bridge between philosophy and current scientific findings Covers theory and applications Encourages multi-disciplinary dialogue.

ISBN: 9780444518620 (electronic bk.)

Source: 132768:132889Elsevier Science & Technologyhttp://www.sciencedirect.comSubjects--Topical Terms:

587213
Statistics
--Philosophy.Index Terms--Genre/Form:

214472
Electronic books.

LC Class. No.: QA276.18 / .P45 2011eb

Dewey Class. No.: 519.5

Philosophy of statistics
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