عنوان

Applied longitudinal analysis /

(Number (ISBN

0470380276

(Number (ISBN

9780470380277

Erroneous ISBN

2900470380276

Title Proper

Applied longitudinal analysis /

General Material Designation

[Book]

First Statement of Responsibility

Garrett M. Fitzmaurice, Nan M. Laird, James H. Ware.

Edition Statement

2nd ed.

Place of Publication, Distribution, etc.

Hoboken, N.J. :

Name of Publisher, Distributor, etc.

Wiley,

Date of Publication, Distribution, etc.

©2011.

Specific Material Designation and Extent of Item

xxv, 701 pages :

Other Physical Details

illustrations ;

Dimensions

25 cm

Series Title

Wiley series in probability and statistics

Text of Note

Includes bibliographical references (pages 671-693) and index.

Text of Note

Longitudinal and clustered data -- Longitudinal data: basic concepts -- overview of linear models for longitudinal data -- Estimation and statistics inference -- Modeling the mean: analyzing response profiles -- Modeling the mean: parametric curves -- Modeling the covariance -- Linear mixed effect models -- Fixed effects versus random effects models -- Residual analyses and diagnostics -- Review of generalized linear models -- Marginal models: introduction and overview -- Marginal models: generalized estimating equations (GEE) -- Generalized linear mixed effect models -- Generalized linear mixed effect models: approximate methods of estimation -- Contrasting marginal and mixed effects models -- Missing data and dropout: overview of concepts and methods -- Missing data and dropouts: multiple imputation and weighting methods -- Smoothing longitudinal data: semiparametric regression models -- Sample size and power -- Repeated measures and related designs -- Multilevel models

0

Text of Note

"Since the publication of the first edition, the authors have solicited feedback from both the instructors who use the book as a text for their courses as well as the researchers who use the book as a resource for their research. Thus, the improved Second Edition of Applied Longitudinal Analysis features many additions and revisions based on the feedback of readers, making it the go-to reference for applied use in public health, epidemiology, and pharmaceutical sciences"--

Longitudinal method.

Medical statistics.

Multivariate analysis.

Regression analysis.

Biometry-- methods.

Longitudinal Studies.

Multivariate Analysis.

Regression Analysis.

Datenanalyse

Längsschnittuntersuchung

Longitudinal method.

MATHEMATICS-- Probability & Statistics-- General.

Mathematics.

Medical statistics.

Medizinische Statistik

Multivariate analysis.

Regression analysis.

Number

Edition

Class number

Book number

Class number

Class number

Class number

Class number

Book Number

System Code

System Code

System Code

Fitzmaurice, Garrett M.,1962-

Laird, Nan M.,1943-

Ware, James H.,1941-2016.

Date of Transaction

20200822113805.0

Electronic name

[Book]

Y