Current Topics in the Theory and Application of Latent Variable Models

Name: Current Topics in the Theory and Application of Latent Variable Models
Brand: Routledge
Availability: OutOfStock
Rating: 5 (1 reviews)

By Edwards, Michael C.

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Description

This book presents recent developments in the theory and application of latent variable models (LVMs) by some of the most prominent researchers in the field. Topics covered involve a range of LVM frameworks including item response theory, structural equation modeling, factor analysis, and latent curve modeling, as well as various non-standard data structures and innovative applications. The book is divided into two sections, although several chapters cross these content boundaries. Part one focuses on complexities which involve the adaptation of latent variables models in research problems where real-world conditions do not match conventional assumptions. Chapters in this section cover issues such as analysis of dyadic data and complex survey data, as well as analysis of categorical variables. Part two of the book focuses on drawing real-world meaning from results obtained in LVMs. In this section there are chapters examining issues involving assessment of model fit, the nature of uncertainty in parameter estimates, inferences, and the nature of latent variables and individual differences.
This book appeals to researchers and graduate students interested in the theory and application of latent variable models. As such, it serves as a supplementary reading in graduate level courses on latent variable models. Prerequisites include basic knowledge of latent variable models.

Product details

Edition:

illustrated

Number of Pages:

298

Release Date:

2012-12-06

Publication Date:

2012-12-06

Publisher:

Routledge

Languages:

Original: English

ISBN10:

1848729510

ISBN13:

9781848729513

GPSR Manufacturer Reference:

[email protected]

Weight:

585 g

Height:

157 cm

Width:

235 cm

Thickness:

21 cm

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