Applied Bayesian statistics: with R and OpenBUGS examples
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York, NY [u.a.]
Springer
2013
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| Schriftenreihe: | Springer texts in statistics
|
| Schlagworte: | |
| Online-Zugang: | BTU01 TUM01 UBA01 UBM01 UBT01 UBW01 UPA01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource |
| ISBN: | 9781461456957 9781461456964 |
| DOI: | 10.1007/978-1-4614-5696-4 |
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Datensatz im Suchindex
| _version_ | 1804150132791312384 |
|---|---|
| adam_text | APPLIED BAYESIAN STATISTICS
/ COWLES, MARY KATHRYN
: 2013
TABLE OF CONTENTS / INHALTSVERZEICHNIS
WHAT IS BAYESIAN STATISTICS?
REVIEW OF PROBABILITY
INTRODUCTION TO ONE-PARAMETER MODELS
INFERENCE FOR A POPULATION PROPORTION
SPECIAL CONSIDERATIONS IN BAYESIAN INFERENCE
OTHER ONE-PARAMETER MODELS AND THEIR CONJUGATE PRIORS
MORE REALISM PLEASE: INTRODUCTION TO MULTIPARAMETER MODELS
FITTING MORE COMPLEX BAYESIAN MODELS: MARKOV CHAIN MONTE CARLO
HIERARCHICAL MODELS, AND MORE ON CONVERGENCE ASSESSMENT
REGRESSION AND HIERARCHICAL REGRESSION MODELS
MODEL COMPARISON, MODEL CHECKING, AND HYPOTHESIS TESTING
REFERENCES
INDEX
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
APPLIED BAYESIAN STATISTICS
/ COWLES, MARY KATHRYN
: 2013
ABSTRACT / INHALTSTEXT
THIS BOOK IS BASED ON OVER A DOZEN YEARS TEACHING A BAYESIAN STATISTICS
COURSE. THE MATERIAL PRESENTED HERE HAS BEEN USED BY STUDENTS OF
DIFFERENT LEVELS AND DISCIPLINES, INCLUDING ADVANCED UNDERGRADUATES
STUDYING MATHEMATICS AND STATISTICS AND STUDENTS IN GRADUATE PROGRAMS
IN STATISTICS, BIOSTATISTICS, ENGINEERING, ECONOMICS, MARKETING,
PHARMACY, AND PSYCHOLOGY. THE GOAL OF THE BOOK IS TO IMPART THE BASICS
OF DESIGNING AND CARRYING OUT BAYESIAN ANALYSES, AND INTERPRETING AND
COMMUNICATING THE RESULTS. IN ADDITION, READERS WILL LEARN TO USE THE
PREDOMINANT SOFTWARE FOR BAYESIAN MODEL-FITTING, R AND OPENBUGS. THE
PRACTICAL APPROACH THIS BOOK TAKES WILL HELP STUDENTS OF ALL LEVELS TO
BUILD UNDERSTANDING OF THE CONCEPTS AND PROCEDURES REQUIRED TO ANSWER
REAL QUESTIONS BY PERFORMING BAYESIAN ANALYSIS OF REAL DATA. TOPICS
COVERED INCLUDE COMPARING AND CONTRASTING BAYESIAN AND CLASSICAL
METHODS, SPECIFYING HIERARCHICAL MODELS, AND ASSESSING MARKOV CHAIN
MONTE CARLO OUTPUT. MARY KATHRYN(KATE) COWLES TAUGHT SUZUKI PIANO FOR
MANY YEARS BEFORE GOING TO GRADUATE SCHOOL IN BIOSTATISTICS. HER
RESEARCH AREAS ARE BAYESIAN AND COMPUTATIONAL STATISTICS, WITH
APPLICATION TO ENVIRONMENTAL SCIENCE. SHE IS ON THE FACULTY OF
STATISTICS AT THE UNIVERSITY OF IOWA
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Cowles, Mary Kathryn |
| author_facet | Cowles, Mary Kathryn |
| author_role | aut |
| author_sort | Cowles, Mary Kathryn |
| author_variant | m k c mk mkc |
| building | Verbundindex |
| bvnumber | BV040796890 |
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| 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 | Informatik Mathematik |
| doi_str_mv | 10.1007/978-1-4614-5696-4 |
| format | Electronic eBook |
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| spelling | Cowles, Mary Kathryn Verfasser aut Applied Bayesian statistics with R and OpenBUGS examples Mary Kathryn Cowles New York, NY [u.a.] Springer 2013 1 Online-Ressource txt rdacontent c rdamedia cr rdacarrier Springer texts in statistics Bayes-Entscheidungstheorie (DE-588)4144220-9 gnd rswk-swf Bayes-Entscheidungstheorie (DE-588)4144220-9 s DE-604 https://doi.org/10.1007/978-1-4614-5696-4 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025777069&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=025777069&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
| spellingShingle | Cowles, Mary Kathryn Applied Bayesian statistics with R and OpenBUGS examples Bayes-Entscheidungstheorie (DE-588)4144220-9 gnd |
| subject_GND | (DE-588)4144220-9 |
| title | Applied Bayesian statistics with R and OpenBUGS examples |
| title_auth | Applied Bayesian statistics with R and OpenBUGS examples |
| title_exact_search | Applied Bayesian statistics with R and OpenBUGS examples |
| title_full | Applied Bayesian statistics with R and OpenBUGS examples Mary Kathryn Cowles |
| title_fullStr | Applied Bayesian statistics with R and OpenBUGS examples Mary Kathryn Cowles |
| title_full_unstemmed | Applied Bayesian statistics with R and OpenBUGS examples Mary Kathryn Cowles |
| title_short | Applied Bayesian statistics |
| title_sort | applied bayesian statistics with r and openbugs examples |
| title_sub | with R and OpenBUGS examples |
| topic | Bayes-Entscheidungstheorie (DE-588)4144220-9 gnd |
| topic_facet | Bayes-Entscheidungstheorie |
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