Luis A F Alvarez
Biographic Data
| ID | 8920530 |
|---|---|
| NAME | Luis A F Alvarez |
| GIVEN NAMES | Luis A F |
| FAMILY NAME | Alvarez |
| SIGNATURE | ALVAREZ L A F |
| AFFILIATIONS | Universidade de São Paulo |
| ORCID | 0000-0002-4854-2656 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2024 |
| LATEST PUBLICATION YEAR | 2024 |
| H-INDEX | 0 |
On “Imputation of Counterfactual Outcomes when the Errors are Predictable”
Gonçalves and Ng propose an interesting and simple way to improve counterfactual imputation methods when errors are predictable. For unconditional analyses, this approach yields smaller mean-squared error and tighter prediction intervals in large samples, even if the dependence of the errors is misspecified. For conditional analyses, this approach corrects the bias of standard methods, and provides valid asymptotic inference, if the dependence of…
No prominent works on this page.
On “Imputation of Counterfactual Outcomes when the Errors are Predictable”
Gonçalves and Ng propose an interesting and simple way to improve counterfactual imputation methods when errors are predictable. For unconditional analyses, this approach yields smaller mean-squared error and tighter prediction intervals in large samples, even if the dependence of the errors is misspecified. For conditional analyses, this approach corrects the bias of standard methods, and provides valid asymptotic inference, if the dependence of…
Advanced Causal Inference Techniques (1 work) · Advanced Statistical Methods and Models (1 work) · Computer Science (1 work) · Counterfactual thinking (1 work) · Econometrics (1 work) · Engineering (1 work) · Mathematics (1 work) · Missing data (1 work) · Psychology (1 work) · Social Psychology (1 work)