Nobuoki Eshima

(Author)

An Introduction to Latent Class Analysis: Methods and Applications (2022)Hardcover - 2022, 10 April 2022

An Introduction to Latent Class Analysis: Methods and Applications (2022)
Qty
1
Turbo
Ships in 2 - 3 days
In Stock
Free Delivery
Cash on Delivery
15 Days
Free Returns
Secure Checkout
Buy More, Save More
Part of Series
Behaviormetrics: Quantitative Approaches to Human Behavior
Print Length
190 pages
Language
English
Publisher
Springer
Date Published
10 Apr 2022
ISBN-10
9811909717
ISBN-13
9789811909719

Description

This book provides methods and applications of latent class analysis, and the following topics are taken up in the focus of discussion: basic latent structure models in a framework of generalized linear models, exploratory latent class analysis, latent class analysis with ordered latent classes, a latent class model approach for analyzing learning structures, the latent Markov analysis for longitudinal data, and path analysis with latent class models. The maximum likelihood estimation procedures for latent class models are constructed via the expectation-maximization (EM) algorithm, and along with it, latent profile and latent trait models are also treated. Entropy-based discussions for latent class models are given as advanced approaches, for example, comparison of latent classes in a latent class cluster model, assessing latent class models, path analysis, and so on. In observing human behaviors and responses to various stimuli and test items, it is valid to assume they are dominated by certain factors. This book plays a significant role in introducing latent structure analysis to not only young researchers and students studying behavioral sciences, but also to those investigating other fields of scientific research.

Product Details

Author:
Nobuoki Eshima
Book Edition:
2022
Book Format:
Hardcover
Country of Origin:
NL
Date Published:
10 April 2022
Dimensions:
23.39 x 15.6 x 1.27 cm
ISBN-10:
9811909717
ISBN-13:
9789811909719
Language:
English
Location:
Singapore
Pages:
190
Publisher:
Weight:
462.66 gm

Related Categories


Need Help?
+971 6 731 0280
support@gzb.ae

About UsContact UsPayment MethodsFAQsShipping PolicyRefund and ReturnTerms of UsePrivacy PolicyCookie Notice

VisaMastercardCash on Delivery

© 2024 White Lion General Trading LLC. All rights reserved.