A Monte Carlo evaluation of three methods to detect local dependence in binary data latent class models

[Studies in Classification, Data Analysi

[Studies in Classification, Data Analysis, and Knowledge Organization] Classification and Multivariate Analysis for Complex Data Structures || Assessment of Latent Class Detection in PLS Path Modeling: a Simulation Study to Evaluate the Group Quality Index performance

✍ Fichet, Bernard; Piccolo, Domenico; Verde, Rosanna; Vichi, Maurizio 📂 Article 📅 2010 🏛 Springer Berlin Heidelberg 🌐 German ⚖ 518 KB

The growing capabilities in generating and collecting data has risen an urgent need of new techniques and tools in order to analyze, classify and summarize statistical information, as well as to discover and characterize trends, and to automatically bag anomalies. This volume provides the latest adv