Holdings: Applied Bayesian statistics

Applied Bayesian statistics: with R and OpenBUGS examples

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Bibliographic Details
Main Author:	Cowles, Mary Kathryn (Author)
Format:	Electronic eBook
Language:	English
Published:	New York, NY [u.a.] Springer 2013
Series:	Springer texts in statistics
Subjects:	Bayes-Entscheidungstheorie
Online Access:	BTU01 TUM01 UBA01 UBM01 UBT01 UBW01 UPA01 Volltext Inhaltsverzeichnis Abstract
Physical Description:	1 Online-Ressource
ISBN:	9781461456957 9781461456964
DOI:	10.1007/978-1-4614-5696-4

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MARC


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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.
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author	Cowles, Mary Kathryn
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discipline	Informatik Mathematik
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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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