Methods and Applications of Longitudinal Data Analysis

Written By Xian Liu
Methods and Applications of Longitudinal Data Analysis
  • Publsiher : Elsevier
  • Release : 11 September 2015
  • ISBN : 0128014822
  • Pages : 530 pages
  • Rating : /5 from reviews
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Download or read book entitled Methods and Applications of Longitudinal Data Analysis by author: Xian Liu which was release on 11 September 2015 and published by Elsevier with total page 530 pages . This book available in PDF, EPUB and Kindle Format. Methods and Applications of Longitudinal Data Analysis describes methods for the analysis of longitudinal data in the medical, biological and behavioral sciences. It introduces basic concepts and functions including a variety of regression models, and their practical applications across many areas of research. Statistical procedures featured within the text include: descriptive methods for delineating trends over time linear mixed regression models with both fixed and random effects covariance pattern models on correlated errors generalized estimating equations nonlinear regression models for categorical repeated measurements techniques for analyzing longitudinal data with non-ignorable missing observations Emphasis is given to applications of these methods, using substantial empirical illustrations, designed to help users of statistics better analyze and understand longitudinal data. Methods and Applications of Longitudinal Data Analysis equips both graduate students and professionals to confidently apply longitudinal data analysis to their particular discipline. It also provides a valuable reference source for applied statisticians, demographers and other quantitative methodologists. From novice to professional: this book starts with the introduction of basic models and ends with the description of some of the most advanced models in longitudinal data analysis Enables students to select the correct statistical methods to apply to their longitudinal data and avoid the pitfalls associated with incorrect selection Identifies the limitations of classical repeated measures models and describes newly developed techniques, along with real-world examples.

Methods and Applications of Longitudinal Data Analysis

Methods and Applications of Longitudinal Data Analysis
  • Author : Xian Liu
  • Publisher : Elsevier
  • Release Date : 2015-09-11
  • Total pages : 530
  • ISBN : 0128014822
GET BOOK

Summary : Methods and Applications of Longitudinal Data Analysis describes methods for the analysis of longitudinal data in the medical, biological and behavioral sciences. It introduces basic concepts and functions including a variety of regression models, and their practical applications across many areas of research. Statistical procedures featured within the text include: ...

Longitudinal Data Analysis

Longitudinal Data Analysis
  • Author : Mark D. Uncles
  • Publisher : Taylor & Francis
  • Release Date : 1988-01
  • Total pages : 152
  • ISBN : 0128014822
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Summary : Read online Longitudinal Data Analysis written by Mark D. Uncles, published by Taylor & Francis which was released on 1988-01. Download full Longitudinal Data Analysis Books now! Available in PDF, ePub and Kindle....

Longitudinal Data Analysis

Longitudinal Data Analysis
  • Author : Professor Catrien C J H C J H Bijleveld,Leo J. Th. van der Kamp,Professor Leo J Th Van Der Kamp,Ab Mooijaart,Dr Willem A Van Der Van Der Kloot,Dr Rien Van Der Leeden,Eeke Van Der Burg
  • Publisher : SAGE
  • Release Date : 1998-10-26
  • Total pages : 448
  • ISBN : 0128014822
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Summary : By looking at the processes of change over time - by carrying out longitudinal studies - researchers answer questions about learning, development, educational growth, social change and medical outcomes. However, longitudinal research has many faces. This book examines all the main approaches as well as newer developments (such as structural ...

Advances in Longitudinal Data Methods in Applied Economic Research

Advances in Longitudinal Data Methods in Applied Economic Research
  • Author : Nicholas Tsounis,Aspasia Vlachvei
  • Publisher : Springer
  • Release Date : 2021-04-01
  • Total pages : 552
  • ISBN : 0128014822
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Summary : This volume presents new methods and applications in longitudinal data estimation methodology in applied economic. Featuring selected papers from the 2020 the International Conference on Applied Economics (ICOAE 2020) held virtually due to the corona virus pandemic, this book examines interdisciplinary topics such as financial economics, international economics, agricultural economics, marketing and ...

Applied Longitudinal Analysis

Applied Longitudinal Analysis
  • Author : Garrett M. Fitzmaurice,Nan M. Laird,James H. Ware
  • Publisher : John Wiley & Sons
  • Release Date : 2012-10-23
  • Total pages : 740
  • ISBN : 0128014822
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Summary : Praise for the First Edition ". . . [this book] should be on the shelf of everyone interestedin . . . longitudinal data analysis." —Journal of the American Statistical Association Features newly developed topics and applications of theanalysis of longitudinal data Applied Longitudinal Analysis, Second Edition presentsmodern methods for analyzing data from longitudinal studies and nowfeatures ...

Longitudinal Data Analysis

Longitudinal Data Analysis
  • Author : Donald Hedeker,Robert D. Gibbons
  • Publisher : John Wiley & Sons
  • Release Date : 2006-05-12
  • Total pages : 360
  • ISBN : 0128014822
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Summary : Longitudinal data analysis for biomedical and behavioral sciences This innovative book sets forth and describes methods for the analysis of longitudinaldata, emphasizing applications to problems in the biomedical and behavioral sciences. Reflecting the growing importance and use of longitudinal data across many areas of research, the text is designed to ...

Practical Longitudinal Data Analysis

Practical Longitudinal Data Analysis
  • Author : David J. Hand
  • Publisher : Routledge
  • Release Date : 2017-10-06
  • Total pages : 232
  • ISBN : 0128014822
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Summary : This text describes regression-based approaches to analyzing longitudinal and repeated measures data. It emphasizes statistical models, discusses the relationships between different approaches, and uses real data to illustrate practical applications. It uses commercially available software when it exists and illustrates the program code and output. The data appendix provides many ...

Analysis of Longitudinal Data

Analysis of Longitudinal Data
  • Author : Peter Diggle,Patrick Heagerty,Kung-Yee Liang,Scott Zeger
  • Publisher : OUP Oxford
  • Release Date : 2013-03-14
  • Total pages : 400
  • ISBN : 0128014822
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Summary : The first edition of Analysis for Longitudinal Data has become a classic. Describing the statistical models and methods for the analysis of longitudinal data, it covers both the underlying statistical theory of each method, and its application to a range of examples from the agricultural and biomedical sciences. The main ...

Modelling Longitudinal and Spatially Correlated Data

Modelling Longitudinal and Spatially Correlated Data
  • Author : Timothy G. Gregoire,David R. Brillinger,Peter Diggle,Estelle Russek-Cohen,William G. Warren,Russell D. Wolfinger
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-12-06
  • Total pages : 402
  • ISBN : 0128014822
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Summary : Correlated data arise in numerous contexts across a wide spectrum of subject-matter disciplines. Modeling such data present special challenges and opportunities that have received increasing scrutiny by the statistical community in recent years. In October 1996 a group of 210 statisticians and other scientists assembled on the small island of Nantucket, U. ...

Longitudinal Data Analysis for the Behavioral Sciences Using R

Longitudinal Data Analysis for the Behavioral Sciences Using R
  • Author : Jeffrey D. Long
  • Publisher : SAGE
  • Release Date : 2011-10-31
  • Total pages : 542
  • ISBN : 0128014822
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Summary : This book is unique in its focus on showing students in the behavioral sciences how to analyze longitudinal data using R software. The book focuses on application, making it practical and accessible to students in psychology, education, and related fields, who have a basic foundation in statistics. It provides explicit ...

Methods and Applications of Statistics in Clinical Trials Volume 1

Methods and Applications of Statistics in Clinical Trials  Volume 1
  • Author : N. Balakrishnan
  • Publisher : John Wiley & Sons
  • Release Date : 2014-03-05
  • Total pages : 992
  • ISBN : 0128014822
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Summary : A complete guide to the key statistical concepts essential for the design and construction of clinical trials As the newest major resource in the field of medical research, Methods and Applications of Statistics in Clinical Trials, Volume 1: Concepts, Principles, Trials, and Designs presents a timely and authoritative reviewof the central ...

Discriminant Analysis of Multivariate Longitudinal Data

Discriminant Analysis of Multivariate Longitudinal Data
  • Author : Riham El Saeiti
  • Publisher : Unknown
  • Release Date : 2019
  • Total pages : 212
  • ISBN : 0128014822
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Summary : Read online Discriminant Analysis of Multivariate Longitudinal Data written by Riham El Saeiti, published by which was released on 2019. Download full Discriminant Analysis of Multivariate Longitudinal Data Books now! Available in PDF, ePub and Kindle....

Longitudinal Data Analysis

Longitudinal Data Analysis
  • Author : Jason Newsom,Richard N. Jones,Scott M. Hofer
  • Publisher : Routledge
  • Release Date : 2012-05-22
  • Total pages : 405
  • ISBN : 0128014822
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Summary : First Published in 2012. Routledge is an imprint of Taylor & Francis, an informa company....

Modeling Longitudinal Data

Modeling Longitudinal Data
  • Author : Robert E. Weiss
  • Publisher : Springer Science & Business Media
  • Release Date : 2006-12-06
  • Total pages : 432
  • ISBN : 0128014822
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Summary : The book features many figures and tables illustrating longitudinal data and numerous homework problems. The associated web site contains many longitudinal data sets, examples of computer code, and labs to re-enforce the material. Weiss emphasizes continuous data rather than discrete data, graphical and covariance methods, and generalizations of regression rather ...

Methods and Applications of Statistics in the Life and Health Sciences

Methods and Applications of Statistics in the Life and Health Sciences
  • Author : N. Balakrishnan
  • Publisher : John Wiley & Sons
  • Release Date : 2010-01
  • Total pages : 986
  • ISBN : 0128014822
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Summary : "Data collection holds an essential part in dictating the future of health sciences and public health, as the compilation of statistics allows researchers and medical practitioners to monitor trends in health status, identify health problems, and evaluate the impact of health policies and programs. Methods and Applications of Statistics in ...