Read Anywhere and on Any Device!

Special Offer | $0.00

Join Today And Start a 30-Day Free Trial and Get Exclusive Member Benefits to Access Millions Books for Free!

Create Free Account

Quick and Easy Sign Up!

It takes less then 1 minute to sign up, then you can enjoy Unlimited eBooks.

Sign Up Browse

Read Anywhere and on Any Device!

  • Download on iOS
  • Download on Android
  • Download on iOS

Correlated Data Analysis: Modeling, Analytics, and Applications

Peter X -K Song
4.9/5 (14047 ratings)
Read Now Download Now ⏭ listen AudioBook
Description:This book presents some recent developments in correlated data analysis. It utilizes the class of dispersion models as marginal components in the formulation of joint models for correlated data. This enables the book to handle a broader range of data types than those analyzed by traditional generalized linear models. One example is correlated angular data. This book provides a systematic treatment for the topic of estimating functions. Under this framework, both generalized estimating equations (GEE) and quadratic inference functions (QIF) are studied as special cases. In addition to marginal models and mixed-effects models, this book covers topics on joint regression analysis based on Gaussian copulas and generalized state space models for longitudinal data from long time series.Various real-world data examples, numerical illustrations and software usage tips are presented throughout the book. This book has evolved from lecture notes on longitudinal data analysis, and may be considered suitable as a textbook for a graduate course on correlated data analysis. This book is inclined more towards technical details regarding the underlying theory and methodology used in software-based applications. Therefore, the book will serve as a useful reference for those who want theoretical explanations to puzzles arising from data analyses or deeper understanding of underlying theory related to analyses.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Correlated Data Analysis: Modeling, Analytics, and Applications. To get started finding Correlated Data Analysis: Modeling, Analytics, and Applications, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.
Pages
346
Format
PDF, EPUB & Kindle Edition
Publisher
Springer New York
Release
2010
ISBN
1280943955

Correlated Data Analysis: Modeling, Analytics, and Applications

Peter X -K Song
4.4/5 (1290744 ratings)
Read Now Download now ⏭ listen AudioBook
Description: This book presents some recent developments in correlated data analysis. It utilizes the class of dispersion models as marginal components in the formulation of joint models for correlated data. This enables the book to handle a broader range of data types than those analyzed by traditional generalized linear models. One example is correlated angular data. This book provides a systematic treatment for the topic of estimating functions. Under this framework, both generalized estimating equations (GEE) and quadratic inference functions (QIF) are studied as special cases. In addition to marginal models and mixed-effects models, this book covers topics on joint regression analysis based on Gaussian copulas and generalized state space models for longitudinal data from long time series.Various real-world data examples, numerical illustrations and software usage tips are presented throughout the book. This book has evolved from lecture notes on longitudinal data analysis, and may be considered suitable as a textbook for a graduate course on correlated data analysis. This book is inclined more towards technical details regarding the underlying theory and methodology used in software-based applications. Therefore, the book will serve as a useful reference for those who want theoretical explanations to puzzles arising from data analyses or deeper understanding of underlying theory related to analyses.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Correlated Data Analysis: Modeling, Analytics, and Applications. To get started finding Correlated Data Analysis: Modeling, Analytics, and Applications, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.
Pages
346
Format
PDF, EPUB & Kindle Edition
Publisher
Springer New York
Release
2010
ISBN
1280943955

More Books

Correlated Data Analysis: Modeling, Analytics, and Applications (Springer Series in Statistics)

Correlated Data Analysis: Modeling, Analytics, and Applications (Springer Series in Statistics)

4.4/5 (1,282,506 ratings)

Correlated Data Analysis: Modeling, Analytics, and Applications (Springer Series in Statistics) by Peter X. -K. Song (2007-07-27)

Correlated Data Analysis: Modeling, Analytics, and Applications (Springer Series in Statistics) by Peter X. -K. Song (2007-07-27)

4.2/5 (4,466 ratings)

[Miriam's Song of Triumph: Satb with S Solo (Orch.) (English Language Edition) (Kalmus Edition)] [Author: x] [March, 1985]

[Miriam's Song of Triumph: Satb with S Solo (Orch.) (English Language Edition) (Kalmus Edition)] [Author: x] [March, 1985]

4.1/5 (1,751 ratings)

Song Writing Journal: 6" x 9" Lined/Manuscript Paper, 10 Staff Paper, 128 Pages, Blue

Song Writing Journal: 6" x 9" Lined/Manuscript Paper, 10 Staff Paper, 128 Pages, Blue

4.5/5 (743 ratings)

The Folk Songs of Britain Vol. X: Animal Songs

The Folk Songs of Britain Vol. X: Animal Songs

4/5 (647 ratings)

4/5 (647 ratings)

4.7/5 (647 ratings)

4.6/5 (647 ratings)

4.9/5 (647 ratings)
loader