The Resource Case Studies in Bayesian Statistics : Volume IV, edited by Constantine Gatsonis, Robert E. Kass, Bradley Carlin, Alicia Carriquiry, A. Gelman, Isabella Verdinelli, Mike West, (electronic resource)

Case Studies in Bayesian Statistics : Volume IV, edited by Constantine Gatsonis, Robert E. Kass, Bradley Carlin, Alicia Carriquiry, A. Gelman, Isabella Verdinelli, Mike West, (electronic resource)

Label
Case Studies in Bayesian Statistics : Volume IV
Title
Case Studies in Bayesian Statistics
Title remainder
Volume IV
Statement of responsibility
edited by Constantine Gatsonis, Robert E. Kass, Bradley Carlin, Alicia Carriquiry, A. Gelman, Isabella Verdinelli, Mike West
Contributor
Editor
Editor
Subject
Language
  • eng
  • eng
Summary
The 4th Workshop on Case Studies in Bayesian Statistics was held at the Car­ negie Mellon University campus on September 27-28, 1997. As in the past, the workshop featured both invited and contributed case studies. The former were presented and discussed in detail while the latter were presented in poster format. This volume contains the four invited case studies with the accompanying discus­ sion as well as nine contributed papers selected by a refereeing process. While most of the case studies in the volume come from biomedical research the reader will also find studies in environmental science and marketing research. INVITED PAPERS In Modeling Customer Survey Data, Linda A. Clark, William S. Cleveland, Lorraine Denby, and Chuanhai LiD use hierarchical modeling with time series components in for customer value analysis (CVA) data from Lucent Technologies. The data were derived from surveys of customers of the company and its competi­ tors, designed to assess relative performance on a spectrum of issues including product and service quality and pricing. The model provides a full description of the CVA data, with random location and scale effects for survey respondents and longitudinal company effects for each attribute. In addition to assessing the performance of specific companies, the model allows the empirical exploration of the conceptual basis of consumer value analysis. The authors place special em­ phasis on graphical displays for this complex, multivariate set of data and include a wealth of such plots in the paper
Member of
Dewey number
519
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
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Image bit depth
0
Language note
English
LC call number
T57-57.97
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Gatsonis, Constantine.
  • Kass, Robert E.
  • Carlin, Bradley.
  • Carriquiry, Alicia.
  • Gelman, A.
  • Verdinelli, Isabella.
  • West, Mike.
Series statement
Lecture Notes in Statistics,
Series volume
140
http://library.link/vocab/subjectName
  • Mathematics
  • Applications of Mathematics
Label
Case Studies in Bayesian Statistics : Volume IV, edited by Constantine Gatsonis, Robert E. Kass, Bradley Carlin, Alicia Carriquiry, A. Gelman, Isabella Verdinelli, Mike West, (electronic resource)
Instantiates
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Color
not applicable
Content category
text
Content type code
  • txt
Contents
Invited Papers -- Modeling Customer Survey Data -- Functional Connectivity in the Cortical Circuits Subserving Eye Movements -- Modeling Risk of Breast Cancer and Decisions about Genetic Testing -- The Bayesian Approach to Population Pharmacokinetic/pharmacodynamic Modeling -- Contributed Papers -- Longitudinal Modeling of the Side Effects of Radiation Therapy -- Analysis of Hospital Quality Monitors using Hierarchical Time Series Models -- Spatio-Temporal Hierarchical Models for Analyzing Atlanta Pediatric Asthma ER Visit Rates -- Validating Bayesian Prediction Models: a Case Study in Genetic Susceptibility to Breast Cancer -- Mixture Models in the Exploration of Structure-Activity Relationships in Drug Design -- Population Models for Hematologic Data -- A Hierarchical Spatial Model for Constructing Wind Fields from Scatterometer Data in the Labrador Sea -- Redesigning a Network of Rainfall Stations -- Using PSA to Detect Prostate Cancer Onset: An Application of Bayesian Retrospective and Prospective Changepoint Identification -- Author Index
Dimensions
unknown
Edition
1st ed. 1999.
Extent
1 online resource (XIV, 430 p.)
File format
multiple file formats
Form of item
online
Isbn
9781461215028
Level of compression
uncompressed
Media category
computer
Media type code
  • c
Other control number
10.1007/978-1-4612-1502-8
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)3400000000089573
  • (SSID)ssj0000906414
  • (PQKBManifestationID)11943935
  • (PQKBTitleCode)TC0000906414
  • (PQKBWorkID)10931361
  • (PQKB)11710201
  • (DE-He213)978-1-4612-1502-8
  • (MiAaPQ)EBC3071148
  • (EXLCZ)993400000000089573
Label
Case Studies in Bayesian Statistics : Volume IV, edited by Constantine Gatsonis, Robert E. Kass, Bradley Carlin, Alicia Carriquiry, A. Gelman, Isabella Verdinelli, Mike West, (electronic resource)
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Color
not applicable
Content category
text
Content type code
  • txt
Contents
Invited Papers -- Modeling Customer Survey Data -- Functional Connectivity in the Cortical Circuits Subserving Eye Movements -- Modeling Risk of Breast Cancer and Decisions about Genetic Testing -- The Bayesian Approach to Population Pharmacokinetic/pharmacodynamic Modeling -- Contributed Papers -- Longitudinal Modeling of the Side Effects of Radiation Therapy -- Analysis of Hospital Quality Monitors using Hierarchical Time Series Models -- Spatio-Temporal Hierarchical Models for Analyzing Atlanta Pediatric Asthma ER Visit Rates -- Validating Bayesian Prediction Models: a Case Study in Genetic Susceptibility to Breast Cancer -- Mixture Models in the Exploration of Structure-Activity Relationships in Drug Design -- Population Models for Hematologic Data -- A Hierarchical Spatial Model for Constructing Wind Fields from Scatterometer Data in the Labrador Sea -- Redesigning a Network of Rainfall Stations -- Using PSA to Detect Prostate Cancer Onset: An Application of Bayesian Retrospective and Prospective Changepoint Identification -- Author Index
Dimensions
unknown
Edition
1st ed. 1999.
Extent
1 online resource (XIV, 430 p.)
File format
multiple file formats
Form of item
online
Isbn
9781461215028
Level of compression
uncompressed
Media category
computer
Media type code
  • c
Other control number
10.1007/978-1-4612-1502-8
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)3400000000089573
  • (SSID)ssj0000906414
  • (PQKBManifestationID)11943935
  • (PQKBTitleCode)TC0000906414
  • (PQKBWorkID)10931361
  • (PQKB)11710201
  • (DE-He213)978-1-4612-1502-8
  • (MiAaPQ)EBC3071148
  • (EXLCZ)993400000000089573

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