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CITATION.cff
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28 lines (28 loc) · 1.22 KB
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cff-version: 1.2.0
message: "If you use this software or method, please cite it using the metadata below."
type: software
title: "Sequential Confirmatory Factor Analysis"
abstract: >
Sequential CFA is a novel approach to hierarchical Confirmatory Factor Analysis
that estimates each stage independently, allowing for estimation of small-N samples.
Factor score estimation in small sample sizes often encounters parameter bias and
convergence failures when constructing hierarchical national/sub-national indices.
This method calculates factor scores sequentially from the lowest to highest levels,
keeping the original sample size in each step and removing cross-level covariance
estimation.
authors:
- alias: "zachessesjohnson"
# TODO: Update with author's full name (family-names, given-names) once publicly available.
repository-code: "https://github.com/zachessesjohnson/Sequential-Confirmatory-Factor-Analysis"
license: Apache-2.0
identifiers:
- type: url
value: "https://osf.io/preprints/osf/akxtv_v2"
description: "OSF Preprint"
keywords:
- confirmatory factor analysis
- hierarchical factor analysis
- small sample sizes
- latent variable modeling
- Monte Carlo simulation
- WJP Rule of Law Index