Practitioner's guide to latent class analysis: methodological considerations and common pitfalls

P Sinha, CS Calfee, KL Delucchi - Critical care medicine, 2021 - journals.lww.com
Latent class analysis is a probabilistic modeling algorithm that allows clustering of data and
statistical inference. There has been a recent upsurge in the application of latent class …

Marketing analytics: Methods, practice, implementation, and links to other fields

SL France, S Ghose - Expert Systems with Applications, 2019 - Elsevier
Marketing analytics is a diverse field, with both academic researchers and practitioners
coming from a range of backgrounds including marketing, expert systems, statistics, and …

Using two-step cluster analysis and latent class cluster analysis to classify the cognitive heterogeneity of cross-diagnostic psychiatric inpatients

M Benassi, S Garofalo, F Ambrosini… - Frontiers in …, 2020 - frontiersin.org
The heterogeneity of cognitive profiles among psychiatric patients has been reported to
carry significant clinical information. However, how to best characterize such cognitive …

[KSIĄŻKA][B] Structural equation modeling: Applications using Mplus

J Wang, X Wang - 2019 - books.google.com
Presents a useful guide for applications of SEM whilst systematically demonstrating various
SEM models using Mplus Focusing on the conceptual and practical aspects of Structural …

Informative tools for characterizing individual differences in learning: Latent class, latent profile, and latent transition analysis

M Hickendorff, PA Edelsbrunner, J McMullen… - Learning and Individual …, 2018 - Elsevier
This article gives an introduction to latent class, latent profile, and latent transition models for
researchers interested in investigating individual differences in learning and development …

Open innovation and company culture: Internal openness makes the difference

J Kratzer, D Meissner, V Roud - Technological Forecasting and Social …, 2017 - Elsevier
There is a common agreement that innovation is driven by the people that form the heart of
any company's innovation activity. Still, people perform innovation in a special institutional …

Principal leadership and school performance: An examination of instructional leadership and organizational management

J Sebastian, E Allensworth… - … and policy in schools, 2019 - Taylor & Francis
Recent research work in school leadership highlighting the importance of principals'
organizational management skills has prompted scholars to consider their importance in …

Latent profile analysis: Understanding family firm profiles

L Stanley, FW Kellermanns… - Family business …, 2017 - journals.sagepub.com
We demonstrate how latent profile analysis (LPA) can be applied to generate profiles (ie,
homogenous subgroups) in a sample of family firms. In doing so, we highlight how LPA can …

English language learners' self-efficacy profiles and relationship with self-regulated learning strategies

DH Kim, C Wang, HS Ahn, M Bong - Learning and individual differences, 2015 - Elsevier
This study used latent profile analysis (LPA) to examine different patterns of English as a
Second Language (ESL) learners' self-efficacy beliefs for learning English. The …

[PDF][PDF] Technical guide for Latent GOLD 5.0: Basic, advanced, and syntax

JK Vermunt, J Magidson - Belmont, MA: Statistical …, 2013 - statisticalinnovations.com
Latent GOLD 5.1 Basic implements the most important types of latent class (LC) and finite
mixture (FM) models in three submodules called Cluster, DFactor, and Regression. It also …