Download E-books Correlated Data Analysis: Modeling, Analytics, and Applications (Springer Series in Statistics) PDF

By Peter X. -K. Song

This booklet covers contemporary advancements in correlated information research. It makes use of the category of dispersion types as marginal elements within the formula of joint versions for correlated information. this permits the booklet to hide a broader diversity of information forms than the normal generalized linear versions. The reader is supplied with a scientific remedy for the subject of estimating services, and either generalized estimating equations (GEE) and quadratic inference services (QIF) are studied as certain instances. as well as the discussions on marginal types and mixed-effects versions, this ebook covers new themes on joint regression research in response to Gaussian copulas.

Show description

Read Online or Download Correlated Data Analysis: Modeling, Analytics, and Applications (Springer Series in Statistics) PDF

Best Probability Statistics books

Probability, Statistics, and Queueing Theory with Computer Science Applications

This can be a textbook on utilized chance and records with laptop technological know-how purposes for college students on the undergraduate point.

A Modern Introduction to Differential Equations, Second Edition

A latest creation to Differential Equations, moment variation, presents an creation to the fundamental options of differential equations. The ebook starts off via introducing the elemental techniques of differential equations, targeting the analytical, graphical, and numerical points of first-order equations, together with slope fields and section traces.

SPSS 12.0 Regression Models

This handbook presents a consultant to many of the statistical recommendations to be had with SPSS Regression versions and explains tips on how to receive the fitting statistical analyses with the conversation field interface. Statistical methods during this module contain: multinomial logistic regression, binary logistic regression, nonlinear regression, two-stage least squares, probit, and weighted least squares.

Elementary Statistics (12th Edition)

From SAT ratings to activity seek tools, records affects and shapes the area round us. Marty Triola’s textual content is still the bestseller since it is helping scholars comprehend the connection among information and the area, bringing lifestyles to the speculation and strategies. The 12th version comprises greater than 1,800 routines, 89% of which use actual information and eighty five% of that are new.

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

Show sample text content

Rated 4.84 of 5 – based on 39 votes