Mariana Cúri
Biographic Data
| ID | 8867913 |
|---|---|
| NAME | Mariana Cúri |
| GIVEN NAMES | Mariana |
| FAMILY NAME | Cúri |
| SIGNATURE | CURI M |
| AFFILIATIONS | Universidade de São Paulo |
| ORCID | 0000-0002-7651-1064 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2025 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
Autoencoders for Amortized Joint Maximum Likelihood Estimation of Confirmatory Item Factor Models
Neural networks like variational autoencoders have been proposed as a statistical tool to fit item factor models to data. Advantages are that high dimensional models can be estimated more efficiently as compared to conventional approaches. In this study, we demonstrate advantages of a specific autoencoder as a tool for amortized joint maximum likelihood estimation of item factor models. Contrary to contemporary joint maximum likelihood estimation…
No prominent works on this page.
Autoencoders for Amortized Joint Maximum Likelihood Estimation of Confirmatory Item Factor Models
Neural networks like variational autoencoders have been proposed as a statistical tool to fit item factor models to data. Advantages are that high dimensional models can be estimated more efficiently as compared to conventional approaches. In this study, we demonstrate advantages of a specific autoencoder as a tool for amortized joint maximum likelihood estimation of item factor models. Contrary to contemporary joint maximum likelihood estimation…
Advanced Statistical Modeling Techniques (1 work) · Artificial Intelligence (1 work) · Artificial Intelligence (1 work) · Bayesian Modeling and Causal Inference (1 work) · Computer Science (1 work) · Confirmatory factor analysis (1 work) · Econometrics (1 work) · Engineering (1 work) · Estimation (1 work) · Factor (programming language) (1 work)