Latent Variable Models and Factor Analysis A Unified Approach【電子書籍】[ David J. Bartholomew ]

＜p＞＜em＞Latent Variable Models and Factor Analysis＜/em＞ 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.＜/p＞ ＜p＞This book:＜/p＞ ＜ul＞ ＜li＞Provides a unified approach showing how such apparently diverse methods as Latent Class Analysis and Factor Analysis are actually members of the same family.＜/li＞ ＜li＞Presents new material on ordered manifest variables, MCMC methods, non-linear models as well as a new chapter on related techniques for investigating dependency.＜/li＞ ＜li＞Includes new sections on structural equation models (SEM) and Markov Chain Monte Carlo methods for parameter estimation, along with new illustrative examples.＜/li＞ ＜li＞Looks at recent developm．．．楽天市場のショップで商品詳細の続きを見る