Bayesian and frequentist regression methods:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York, NY
Springer
[2013]
|
| Schriftenreihe: | Springer series in statistics
|
| Schlagworte: | |
| Online-Zugang: | BTU01 TUM01 UBA01 UBM01 UBT01 UBW01 UPA01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource (xix, 697 Seiten) Illustrationen, Diagramme |
| ISBN: | 9781441909251 |
| DOI: | 10.1007/978-1-4419-0925-1 |
Internformat
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Datensatz im Suchindex
| _version_ | 1804150128464887808 |
|---|---|
| adam_text | BAYESIAN AND FREQUENTIST REGRESSION METHODS
/ WAKEFIELD, JON
: 2013
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION
FREQUENTIST INFERENCE
BAYESIAN INFERENCE
LINEAR MODELS
BINARY DATA MODELS
GENERAL REGRESSION MODELS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
BAYESIAN AND FREQUENTIST REGRESSION METHODS
/ WAKEFIELD, JON
: 2013
ABSTRACT / INHALTSTEXT
BAYESIAN AND FREQUENTIST REGRESSION METHODS PROVIDES A MODERN ACCOUNT OF
BOTH BAYESIAN AND FREQUENTIST METHODS OF REGRESSION ANALYSIS. MANY TEXTS
COVER ONE OR THE OTHER OF THE APPROACHES, BUT THIS IS THE MOST
COMPREHENSIVE COMBINATION OF BAYESIAN AND FREQUENTIST METHODS THAT
EXISTS IN ONE PLACE. THE TWO PHILOSOPHICAL APPROACHES TO REGRESSION
METHODOLOGY ARE FEATURED HERE AS COMPLEMENTARY TECHNIQUES, WITH THEORY
AND DATA ANALYSIS PROVIDING SUPPLEMENTARY COMPONENTS OF THE DISCUSSION.
IN PARTICULAR, METHODS ARE ILLUSTRATED USING A VARIETY OF DATA SETS. THE
MAJORITY OF THE DATA SETS ARE DRAWN FROM BIOSTATISTICS BUT THE
TECHNIQUES ARE GENERALIZABLE TO A WIDE RANGE OF OTHER DISCIPLINES. WHILE
THE PHILOSOPHY BEHIND EACH APPROACH IS DISCUSSED, THE BOOK IS NOT
IDEOLOGICAL IN NATURE AND AN EMPHASIS IS PLACED ON PRACTICAL
APPLICATION. IT IS SHOWN THAT, IN MANY SITUATIONS, CAREFUL APPLICATION
OF THE RESPECTIVE APPROACHES CAN LEAD TO BROADLY SIMILAR CONCLUSIONS. TO
USE THIS TEXT, THE READER REQUIRES A BASIC UNDERSTANDING OF CALCULUS AND
LINEAR ALGEBRA, AND INTRODUCTORY COURSES IN PROBABILITY AND STATISTICAL
THEORY. THE BOOK IS BASED ON THE AUTHOR S EXPERIENCE TEACHING A GRADUATE
SEQUENCE IN REGRESSION METHODS. THE BOOK WEBSITE CONTAINS ALL OF THE
CODE TO REPRODUCE ALL OF THE ANALYSES AND FIGURES CONTAINED IN THE BOOK
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Wakefield, Jon |
| author_facet | Wakefield, Jon |
| author_role | aut |
| author_sort | Wakefield, Jon |
| author_variant | j w jw |
| building | Verbundindex |
| bvnumber | BV040793943 |
| classification_rvk | SK 830 SK 840 |
| classification_tum | MAT 000 |
| collection | ZDB-2-SMA |
| ctrlnum | (OCoLC)830901521 (DE-599)DNB1029374503 |
| dewey-full | 519.5 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5 |
| dewey-search | 519.5 |
| dewey-sort | 3519.5 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
| doi_str_mv | 10.1007/978-1-4419-0925-1 |
| format | Electronic eBook |
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| isbn | 9781441909251 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-025774181 |
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| spelling | Wakefield, Jon Verfasser aut Bayesian and frequentist regression methods Jon Wakefield New York, NY Springer [2013] © 2013 1 Online-Ressource (xix, 697 Seiten) Illustrationen, Diagramme txt rdacontent c rdamedia cr rdacarrier Springer series in statistics Regressionsanalyse (DE-588)4129903-6 gnd rswk-swf Bayes-Entscheidungstheorie (DE-588)4144220-9 gnd rswk-swf Bayes-Entscheidungstheorie (DE-588)4144220-9 s Regressionsanalyse (DE-588)4129903-6 s DE-604 Erscheint auch als Druck-Ausgabe, Hardcover 978-1-4419-0924-4 Erscheint auch als Druck-Ausgabe, Paperback 978-1-4939-3862-9 https://doi.org/10.1007/978-1-4419-0925-1 Verlag URL des Erstveröffentlichers Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025774181&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025774181&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
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| subject_GND | (DE-588)4129903-6 (DE-588)4144220-9 |
| title | Bayesian and frequentist regression methods |
| title_auth | Bayesian and frequentist regression methods |
| title_exact_search | Bayesian and frequentist regression methods |
| title_full | Bayesian and frequentist regression methods Jon Wakefield |
| title_fullStr | Bayesian and frequentist regression methods Jon Wakefield |
| title_full_unstemmed | Bayesian and frequentist regression methods Jon Wakefield |
| title_short | Bayesian and frequentist regression methods |
| title_sort | bayesian and frequentist regression methods |
| topic | Regressionsanalyse (DE-588)4129903-6 gnd Bayes-Entscheidungstheorie (DE-588)4144220-9 gnd |
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