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Philosophy of statistics /

Bandyopadhyay, Prasanta S.

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Philosophy of statistics /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Philosophy of statistics // edited by Prasanta S. Bandyopadhyay, Malcolm R. Forster.
其他作者:	Bandyopadhyay, Prasanta S.
出版者:	Oxford :North-Holland, : 2011. ,
面頁冊數:	20, 1229 p. :ill. ;26 cm.
內容註:	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 -- Variousissues about causal inference -- Some philosophical issuesconcerning 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.
標題:	Statistics - Philosophy. -
ISBN:	0444518622 (hbk.):

Philosophy of statistics /
Philosophy of statistics /edited by Prasanta S. Bandyopadhyay, Malcolm R. Forster. - 1st ed. - Oxford :North-Holland,2011. - 20, 1229 p. :ill. ;26 cm. - Handbook of philosophy of science ;v. 7. . - Handbook of the philosophy of science ;v. 10. .

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 -- Variousissues about causal inference -- Some philosophical issuesconcerning 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 commoninterests but restricted communication with each other. This volume aims to remedy these shortcomings. It providesstate-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 applicationsEncourages multi-disciplinary dialogue.

ISBN: 0444518622 (hbk.):US205.00Subjects--Topical Terms:

1324942
Statistics
--Philosophy.

Philosophy of statistics /
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245 1 0 $a Philosophy of statistics / $c edited by Prasanta S. Bandyopadhyay, Malcolm R. Forster.
250 $a 1st ed.
260 # $a Oxford : $b North-Holland, $c 2011.
300 $a 20, 1229 p. : $b ill. ; $c 26 cm.
490 1 0 $a Handbook of philosophy of science ; $v v. 7.
504 $a Includes bibliographical references and index.
505 0 # $a 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 -- Variousissues about causal inference -- Some philosophical issuesconcerning 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.
520 # $a Statisticians and philosophers of science have many commoninterests but restricted communication with each other. This volume aims to remedy these shortcomings. It providesstate-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 applicationsEncourages multi-disciplinary dialogue.
650 # 0 $a Statistics $x Philosophy. $3 1324942
650 # 0 $a Statistics. $3 1324943
700 1 # $a Bandyopadhyay, Prasanta S. $3 1324940
700 1 # $a Forster, Malcolm R. $3 1324941
830 0 $a Handbook of the philosophy of science ; $v v. 10. $3 1324934