libcats.org
Главная

Correlated Data Analysis. Modeling, Analytics and Applns

Обложка книги Correlated Data Analysis. Modeling, Analytics and Applns

Correlated Data Analysis. Modeling, Analytics and Applns

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.
EPUB | FB2 | MOBI | TXT | RTF
* Конвертация файла может нарушить форматирование оригинала. По-возможности скачивайте файл в оригинальном формате.
Популярные книги за неделю:

Ключ к сверхсознанию

Автор:
Категория: Путь к себе
Размер книги: 309 Kb

Древо жизни

Автор:
Категория: Путь к себе
Размер книги: 1.70 Mb

Здоровье надо созидать

Автор:
Категория: Здоровье
Размер книги: 363 Kb

The Meme Machine

Автор:
Категория: psychology, memetics, sociology
Размер книги: 1.72 Mb
Только что пользователи скачали эти книги:

А.П. Наумкин. Калагия

Автор:
Размер книги: 629 Kb

Encyclopedia of Pharmaceutical Substances

Автор: , Автор:
Категория: Chemistry, Biochemistry
Размер книги: 59.99 Mb

Corps 02: Call to Arms (Corps)

Автор:
Размер книги: 371 Kb

Albert Camus's The Stranger (Bloom's Guides)

Автор:
Размер книги: 719 Kb

Charles Dickens Great Expectations (Bloom's Guides)

Автор: , Автор:
Размер книги: 628 Kb

Kurt Vonnegut's Slaughterhouse-five (Bloom's Guides)

Автор:
Размер книги: 459 Kb

The Grotesque (Bloom's Literary Themes)

Автор: , Автор:
Размер книги: 1.20 Mb