Latent Variable Models and Factor Analysis 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Bartholomew, David J.; Knott, Martin; Moustaki, Irini 作者

译者

2011-9 出版日期

294 页数

651.00元价格

丛书系列

9780470971925 图书编码

Latent Variable Models and Factor Analysis 在线电子书图书标签: 多元统计方法 statistics E

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Latent Variable Models and Factor Analysis 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Latent Variable Models and Factor Analysis provides a comprehensive and unified approach to factor analysis and latent variable modeling from a statistical perspective. This book presents a general framework to enable the derivation of the commonly used models, along with updated numerical examples. Nature and interpretation of a latent variable is also introduced along with related techniques for investigating dependency. This book: Provides a unified approach showing how such apparently diverse methods as Latent Class Analysis and Factor Analysis are actually members of the same family. Presents new material on ordered manifest variables, MCMC methods, non-linear models as well as a new chapter on related techniques for investigating dependency. Includes new sections on structural equation models (SEM) and Markov Chain Monte Carlo methods for parameter estimation, along with new illustrative examples. Looks at recent developments on goodness-of-fit test statistics and on non-linear models and models with mixed latent variables, both categorical and continuous. No prior acquaintance with latent variable modelling is pre-supposed but a broad understanding of statistical theory will make it easier to see the approach in its proper perspective. Applied statisticians, psychometricians, medical statisticians, biostatisticians, economists and social science researchers will benefit from this book.

Latent Variable Models and Factor Analysis 在线电子书下载 mobi epub pdf txt 在线电子书下载

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