Coverart for item
The Resource Statistical Analysis with Measurement Error or Misclassification : Strategy, Method and Application, by Grace Y. Yi, (electronic resource)

Statistical Analysis with Measurement Error or Misclassification : Strategy, Method and Application, by Grace Y. Yi, (electronic resource)

Label
Statistical Analysis with Measurement Error or Misclassification : Strategy, Method and Application
Title
Statistical Analysis with Measurement Error or Misclassification
Title remainder
Strategy, Method and Application
Statement of responsibility
by Grace Y. Yi
Creator
Subject
Language
eng
Summary
This monograph on measurement error and misclassification covers a broad range of problems and emphasizes unique features in modeling and analyzing problems arising from medical research and epidemiological studies. Many measurement error and misclassification problems have been addressed in various fields over the years as well as with a wide spectrum of data, including event history data (such as survival data and recurrent event data), correlated data (such as longitudinal data and clustered data), multi-state event data, and data arising from case-control studies. Statistical Analysis with Measurement Error or Misclassification: Strategy, Method and Application brings together assorted methods in a single text and provides an update of recent developments for a variety of settings. Measurement error effects and strategies of handling mismeasurement for different models are closely examined in combination with applications to specific problems. Readers with diverse backgrounds and objectives can utilize this text. Familiarity with inference methods—such as likelihood and estimating function theory—or modeling schemes in varying settings—such as survival analysis and longitudinal data analysis—can result in a full appreciation of the material, but it is not essential since each chapter provides basic inference frameworks and background information on an individual topic to ease the access of the material. The text is presented in a coherent and self-contained manner and highlights the essence of commonly used modeling and inference methods. This text can serve as a reference book for researchers interested in statistical methodology for handling data with measurement error or misclassification; as a textbook for graduate students, especially for those majoring in statistics and biostatistics; or as a book for applied statisticians whose interest focuses on analysis of error-contaminated data. Grace Y. Yi is Professor of Statistics and University Research Chair at the University of Waterloo. She is the 2010 winner of the CRM-SSC Prize, an honor awarded in recognition of a statistical scientist's professional accomplishments in research during the first 15 years after having received a doctorate. She is a Fellow of the American Statistical Association and an Elected Member of the International Statistical Institute.--
Member of
Assigning source
Provided by publisher
http://library.link/vocab/creatorName
Yi, Grace Y
Image bit depth
0
Literary form
non fiction
Nature of contents
dictionaries
Series statement
  • Springer eBooks
  • Springer Series in Statistics,
http://library.link/vocab/subjectName
  • Statistics
  • Epidemiology
  • Biostatistics
Label
Statistical Analysis with Measurement Error or Misclassification : Strategy, Method and Application, by Grace Y. Yi, (electronic resource)
Link
https://eui.idm.oclc.org/login?url=http://dx.doi.org/10.1007/978-1-4939-6640-0
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Inference Framework and Method -- Measurement Error and Misclassification: Introduction -- Survival Data with Measurement Error -- Recurrent Event Data with Measurement Error -- Longitudinal Data with Covariate Measurement Error -- Multi-State Models with Error-Prone Data -- Case-Control Studies with Measurement Error or Misclassification -- Analysis with Error in Responses -- Miscellaneous Topics -- Appendix -- References.
Control code
978-1-4939-6640-0
Dimensions
unknown
Extent
1 online resource (XXVII, 479 pages)
File format
multiple file formats
Form of item
  • online
  • electronic
Governing access note
Use of this electronic resource may be governed by a license agreement which restricts use to the European University Institute community. Each user is responsible for limiting use to individual, non-commercial purposes, without systematically downloading, distributing, or retaining substantial portions of information, provided that all copyright and other proprietary notices contained on the materials are retained. The use of software, including scripts, agents, or robots, is generally prohibited and may result in the loss of access to these resources for the entire European University Institute community
Isbn
9781493966400
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4939-6640-0
Other physical details
16 illustrations, 1 illustration in color.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(OCoLC)1000026890
Label
Statistical Analysis with Measurement Error or Misclassification : Strategy, Method and Application, by Grace Y. Yi, (electronic resource)
Link
https://eui.idm.oclc.org/login?url=http://dx.doi.org/10.1007/978-1-4939-6640-0
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Inference Framework and Method -- Measurement Error and Misclassification: Introduction -- Survival Data with Measurement Error -- Recurrent Event Data with Measurement Error -- Longitudinal Data with Covariate Measurement Error -- Multi-State Models with Error-Prone Data -- Case-Control Studies with Measurement Error or Misclassification -- Analysis with Error in Responses -- Miscellaneous Topics -- Appendix -- References.
Control code
978-1-4939-6640-0
Dimensions
unknown
Extent
1 online resource (XXVII, 479 pages)
File format
multiple file formats
Form of item
  • online
  • electronic
Governing access note
Use of this electronic resource may be governed by a license agreement which restricts use to the European University Institute community. Each user is responsible for limiting use to individual, non-commercial purposes, without systematically downloading, distributing, or retaining substantial portions of information, provided that all copyright and other proprietary notices contained on the materials are retained. The use of software, including scripts, agents, or robots, is generally prohibited and may result in the loss of access to these resources for the entire European University Institute community
Isbn
9781493966400
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4939-6640-0
Other physical details
16 illustrations, 1 illustration in color.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(OCoLC)1000026890

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