Bayesians versus frequentists: a philosophical debate on statistical reasoning
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Berlin
Springer
[2016]
|
| Schriftenreihe: | SpringerBriefs in statistics
|
| Schlagworte: | |
| Online-Zugang: | http://www.springer.com/ Inhaltstext Inhaltsverzeichnis |
| Beschreibung: | xii, 110 Seiten Diagramme 23.5 cm x 15.5 cm, 0 g |
| ISBN: | 3662486369 9783662486368 |
Internformat
MARC
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| 245 | 1 | 0 | |a Bayesians versus frequentists |b a philosophical debate on statistical reasoning |c Jordi Vallverdú |
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| 653 | |a Research | ||
| 653 | |a causality | ||
| 653 | |a statistical thinking | ||
| 653 | |a determinism | ||
| 653 | |a history of mathematics | ||
| 653 | |a philosophy of mathematics | ||
| 653 | |a Bayesian | ||
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Datensatz im Suchindex
| _version_ | 1817967919037939712 |
|---|---|
| adam_text |
CONTENTS
1 SOME QUESTIONS TO BEGIN WITH 1
1.1 NUMBERS AND/OR NEURONS 1
1.2 NATURAL STATISTICS.OR PROBABILITY WITHOUT NUMBERS 7
1.3 THE EMERGENCE OF NATURAL STATISTICS IN HUMANS 10
1.4 SO.MUST STATISTICS BE CONSIDERED AS A PROPERTY
OF THE WORLD OR THE RESULT OF OUR IGNORANCE? 12
1.5 THEN.WHAT THE H 11 IS STATISTICS? 14
REFERENCES 15
2 ANCIENT STATISTICS HISTORY IN A NUTSHELL 19
2.1 DICE IN A DETERMINISTIC WORLD 19
2.2 FROM DICE TO MORAL WAGERS AND GOD IN MATHEMATICS 23
2.3 FORTUNA, DESTINY, LUCK, CHANCE, OR PROBABILITY 27
2.4 PAY ME AGAIN, SAM.FROM NEW GODS AND TAXES TO STATISTICS . 28
2.5 FROM DICE TO VACCINES AND ASSURANCE COMPANIES:
THE BIRTH OF PROBABILITY 30
2.5.1 FIRST OF ALL, VACCINES 30
2.5.2 SECONDLY, INSURANCE COMPANIES 31
2.5.3 THIRD, LEGAL ISSUES AND THE NOTION OF "EVIDENCE" 32
REFERENCES 35
3 THE BAYESIAN APPROACH AND ITS EVOLUTION UNTIL THE BEGINNING
OF THE TWENTIETH CENTURY 37
REFERENCES 46
4 A CONCEPTUAL REPLY TO REVEREND BAYES: THE FREQUENTIST
APPROACH 49
REFERENCES 58
5 THE COEVOLUTION, BATTLES, AND FIGHTS OF BOTH PARADIGMS 61
5.1 DEMARCATION PROBLEMS 62
5.2 AN ACID AND BLURRED DEBATE 66
XI
HTTP://D-NB.INFO/1076583105
XII CONTENTS
5.3 WHY BOTHER TO BECOME FREQUENTIST/BAYESIAN? 68
5.4 A PRACTICAL MIXTURE AND MUTUAL INFLUENCE 69
REFERENCES 73
6 THE BIRTH OF MULTICAUSALITY AS THE DEATH OF CAUSALITY
AND THEIR STATISTICAL COROLLARIES 77
6.1 EPIDEMOLOGY AS A DATA-SCANNER DISCIPLINE 80
6.2 THE EPIDEMIOLOGICAL MONOCAUSALITY 80
6.3 THE MULTIPLE CAUSES PARADIGM IN EPIDEMIOLOGICAL STUDIES 84
6.4 NEW TRENDS IN EPIDEMIOLOGY AND CAUSALITY 86
REFERENCES 89
7 NATURAL VERSUS ARTIFICIAL MINDS AND THE SUPERCOMPUTING ERA 93
7.1 ARTIFICIAL INTELLIGENCE AND STATISTICS 94
7.2 SUPERCOMPUTING, BIG SCIENCE AND BIG DATA 96
REFERENCES 98
8 AND THE WINNER IS 101
REFERENCES 107
INDEX 109 |
| any_adam_object | 1 |
| author | Vallverdú, Jordi |
| author_facet | Vallverdú, Jordi |
| author_role | aut |
| author_sort | Vallverdú, Jordi |
| author_variant | j v jv |
| building | Verbundindex |
| bvnumber | BV042974926 |
| classification_rvk | SK 830 |
| ctrlnum | (OCoLC)922065403 (DE-599)DNB1076583105 |
| dewey-full | 100 |
| dewey-hundreds | 100 - Philosophy & psychology |
| dewey-ones | 100 - Philosophy & psychology |
| dewey-raw | 100 |
| dewey-search | 100 |
| dewey-sort | 3100 |
| dewey-tens | 100 - Philosophy & psychology |
| discipline | Mathematik Philosophie |
| format | Book |
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| publishDate | 2016 |
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| publisher | Springer |
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| spelling | Vallverdú, Jordi Verfasser aut Bayesians versus frequentists a philosophical debate on statistical reasoning Jordi Vallverdú Berlin Springer [2016] xii, 110 Seiten Diagramme 23.5 cm x 15.5 cm, 0 g txt rdacontent n rdamedia nc rdacarrier SpringerBriefs in statistics Wahrscheinlichkeitstheorie (DE-588)4079013-7 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Research causality statistical thinking determinism history of mathematics philosophy of mathematics Bayesian Statistik (DE-588)4056995-0 s Wahrscheinlichkeitstheorie (DE-588)4079013-7 s DE-604 Springer-Verlag GmbH (DE-588)1065168780 pbl Erscheint auch als Online-Ausgabe 978-3-662-48638-2 http://www.springer.com/ Verlag X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=70a762d4bce04da8b115c3c3e45917d2&prov=M&dok_var=1&dok_ext=htm Inhaltstext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028400620&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Vallverdú, Jordi Bayesians versus frequentists a philosophical debate on statistical reasoning Wahrscheinlichkeitstheorie (DE-588)4079013-7 gnd Statistik (DE-588)4056995-0 gnd |
| subject_GND | (DE-588)4079013-7 (DE-588)4056995-0 |
| title | Bayesians versus frequentists a philosophical debate on statistical reasoning |
| title_auth | Bayesians versus frequentists a philosophical debate on statistical reasoning |
| title_exact_search | Bayesians versus frequentists a philosophical debate on statistical reasoning |
| title_full | Bayesians versus frequentists a philosophical debate on statistical reasoning Jordi Vallverdú |
| title_fullStr | Bayesians versus frequentists a philosophical debate on statistical reasoning Jordi Vallverdú |
| title_full_unstemmed | Bayesians versus frequentists a philosophical debate on statistical reasoning Jordi Vallverdú |
| title_short | Bayesians versus frequentists |
| title_sort | bayesians versus frequentists a philosophical debate on statistical reasoning |
| title_sub | a philosophical debate on statistical reasoning |
| topic | Wahrscheinlichkeitstheorie (DE-588)4079013-7 gnd Statistik (DE-588)4056995-0 gnd |
| topic_facet | Wahrscheinlichkeitstheorie Statistik |
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