Publications
To Suggested Citation
Suggested Citation
Lipovetsky, S., & Manewitsch, V. (2020). Analytical Closed-Form Solution for General Factor with Many Variables. Journal of Modern Applied Statistical Methods, 18(1), 2.
Year
2019
Authors
Stan Lipovetsky,
Dr. Vladimir Manewitsch
Dr. Vladimir Manewitsch
Publication title
Analytical Closed-Form Solution for General Factor with Many Variables
Publication
Peer-reviewed
Analytical Closed-Form Solution for General Factor with Many Variables
Abstract
The factor analytic triad method of one-factor solution gives the explicit analytical form for a common latent factor built by three variables. The current work considers analytical presentation of a general latent factor constructed in a closed-form solution for multivariate case. The results can be supportive to theoretical description and practical application of latent variable modelling, especially for big data because the analytical closed-form solution is not prone to data dimensionality.
Authors
- Stan Lipovetsky, GfK North America, Minneapolis, MN
- Dr. Vladimir Manewitsch, Senior Researcher, NIM, vladimir.manewitsch@nim.org
Contact
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