The Resource Applied longitudinal analysis, Garrett M. Fitzmaurice, Nan M. Laird, James H. Ware
Applied longitudinal analysis, Garrett M. Fitzmaurice, Nan M. Laird, James H. Ware
Resource Information
The item Applied longitudinal analysis, Garrett M. Fitzmaurice, Nan M. Laird, James H. Ware represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Missouri Libraries.This item is available to borrow from 1 library branch.
Resource Information
The item Applied longitudinal analysis, Garrett M. Fitzmaurice, Nan M. Laird, James H. Ware represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Missouri Libraries.
This item is available to borrow from 1 library branch.
- Summary
- "Written at a technical level suitable for researchers and graduate students, Applied Longitudinal Analysis provides a description of modern methods for analyzing longitudinal data. Focusing on General Linear and Mixed Effects Models for continuous responses, and extensions of Generalized Linear Models for discrete responses, the authors discuss in detail the relationships among these different models, including their underlying assumptions and relative merits."--Jacket
- Language
- eng
- Extent
- xix, 506 pages
- Contents
-
- Longitudinal and clustered data
- Longitudinal data: basic concepts
- Overview of linear models for longitudinal data
- Estimation and statistical inference
- Modelling the mean: analyzing response profiles
- Modelling the mean: parametric curves
- Modelling the covariance
- Linear mixed effects models
- Residual analyses and diagnostics
- Review of generalized linear models
- Marginal models: generalized estimating equations (GEE)
- Generalized linear mixed effects models
- Contrasting marginal and mixed effects models
- Missing data and dropout
- Some aspects of the design of longitudinal studies
- Repeated measures and related designs
- Multilevel models
- Isbn
- 9780471214878
- Label
- Applied longitudinal analysis
- Title
- Applied longitudinal analysis
- Statement of responsibility
- Garrett M. Fitzmaurice, Nan M. Laird, James H. Ware
- Language
- eng
- Summary
- "Written at a technical level suitable for researchers and graduate students, Applied Longitudinal Analysis provides a description of modern methods for analyzing longitudinal data. Focusing on General Linear and Mixed Effects Models for continuous responses, and extensions of Generalized Linear Models for discrete responses, the authors discuss in detail the relationships among these different models, including their underlying assumptions and relative merits."--Jacket
- Cataloging source
- DLC
- http://library.link/vocab/creatorDate
- 1962-
- http://library.link/vocab/creatorName
- Fitzmaurice, Garrett M.
- Dewey number
- 519.5/3
- Illustrations
- illustrations
- Index
- index present
- LC call number
- QA278
- LC item number
- .F575 2004
- Literary form
- non fiction
- Nature of contents
- bibliography
- NLM call number
-
- 2004 L-808
- WA 950
- NLM item number
- F557a 2004
- http://library.link/vocab/relatedWorkOrContributorDate
-
- 1943-
- 1941-2016
- http://library.link/vocab/relatedWorkOrContributorName
-
- Laird, Nan M.
- Ware, James H.
- Series statement
- Wiley series in probability and statistics
- http://library.link/vocab/subjectName
-
- Longitudinal method
- Regression analysis
- Multivariate analysis
- Medical statistics
- Biometry
- Longitudinal Studies
- Multivariate Analysis
- Regression Analysis
- Label
- Applied longitudinal analysis, Garrett M. Fitzmaurice, Nan M. Laird, James H. Ware
- Bibliography note
- Includes bibliographical references (pages 485-500) and index
- Carrier category
- volume
- Carrier category code
-
- nc
- Carrier MARC source
- rdacarrier
- Content category
- text
- Content type code
-
- txt
- Content type MARC source
- rdacontent
- Contents
- Longitudinal and clustered data -- Longitudinal data: basic concepts -- Overview of linear models for longitudinal data -- Estimation and statistical inference -- Modelling the mean: analyzing response profiles -- Modelling the mean: parametric curves -- Modelling the covariance -- Linear mixed effects models -- Residual analyses and diagnostics -- Review of generalized linear models -- Marginal models: generalized estimating equations (GEE) -- Generalized linear mixed effects models -- Contrasting marginal and mixed effects models -- Missing data and dropout -- Some aspects of the design of longitudinal studies -- Repeated measures and related designs -- Multilevel models
- Control code
- 54529183
- Dimensions
- 25 cm
- Extent
- xix, 506 pages
- Isbn
- 9780471214878
- Isbn Type
- (cloth)
- Lccn
- 2004040891
- Media category
- unmediated
- Media MARC source
- rdamedia
- Media type code
-
- n
- Other physical details
- illustrations
- System control number
- (OCoLC)54529183
- Label
- Applied longitudinal analysis, Garrett M. Fitzmaurice, Nan M. Laird, James H. Ware
- Bibliography note
- Includes bibliographical references (pages 485-500) and index
- Carrier category
- volume
- Carrier category code
-
- nc
- Carrier MARC source
- rdacarrier
- Content category
- text
- Content type code
-
- txt
- Content type MARC source
- rdacontent
- Contents
- Longitudinal and clustered data -- Longitudinal data: basic concepts -- Overview of linear models for longitudinal data -- Estimation and statistical inference -- Modelling the mean: analyzing response profiles -- Modelling the mean: parametric curves -- Modelling the covariance -- Linear mixed effects models -- Residual analyses and diagnostics -- Review of generalized linear models -- Marginal models: generalized estimating equations (GEE) -- Generalized linear mixed effects models -- Contrasting marginal and mixed effects models -- Missing data and dropout -- Some aspects of the design of longitudinal studies -- Repeated measures and related designs -- Multilevel models
- Control code
- 54529183
- Dimensions
- 25 cm
- Extent
- xix, 506 pages
- Isbn
- 9780471214878
- Isbn Type
- (cloth)
- Lccn
- 2004040891
- Media category
- unmediated
- Media MARC source
- rdamedia
- Media type code
-
- n
- Other physical details
- illustrations
- System control number
- (OCoLC)54529183
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<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.library.missouri.edu/portal/Applied-longitudinal-analysis-Garrett-M./Xnwq8YDfhEY/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.library.missouri.edu/portal/Applied-longitudinal-analysis-Garrett-M./Xnwq8YDfhEY/">Applied longitudinal analysis, Garrett M. Fitzmaurice, Nan M. Laird, James H. Ware</a></span> - <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.library.missouri.edu/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.library.missouri.edu/">University of Missouri Libraries</a></span></span></span></span></div>