Melody Huang
Academic
Totals
Coverage
Top venues 6 venues
Collaborators
No collaborator here: no academic on another shown roster of this field holds any of these works. That is a measured zero and not an unknown - it says nothing about co-authors outside this site, who are names on a record rather than people on a roster.
Publications per year
Works this academic published in each year, by the year each work appeared; an undated work is in no year, and a work two colleagues wrote counts for each of them. The publication type, works filters decide which works are here at all.
Citations per year
Citations received in each year, from this academic’s verified Scholar profile, which counts every citation to everything they ever wrote: no publication filter reaches this line - not the publication types, not the works switch, not the year window on publication - and no weight either. It is a profile total, so it does not match the works listed below.
Publications 8 works
Every work these filters select, most cited first and the works with no count at the end: a work nobody has a figure for is unknown, never a zero to be ranked among the works that have one, and it prints an em dash. Each figure is that work’s own citations - Scholar’s count where there is one, else OpenAlex’s - and is not weighted.
| Year | Title | Venue | Publication type | Citations |
|---|---|---|---|---|
| 2019 | Forecasting stock market movements using Google Trend searches | — | article | 157 |
| 2025 | Does AI help humans make better decisions? A statistical evaluation framework for experimental and observational studies | Proceedings of the National Academy of Sciences | article | 48 |
| 2024 | Sensitivity analysis for survey weights | Political Analysis | article | 38 |
| 2023 | Leveraging population outcomes to improve the generalization of experimental results: Application to the JTPA study | The Annals of Applied Statistics | article | 25 |
| 2022 | Higher moments for optimal balance weighting in causal estimation | Epidemiology | article | 19 |
| 2025 | Overlap violations in external validity: Application to Ugandan cash transfer programs | The Annals of Applied Statistics | article | 16 |
| 2024 | Towards generalizing inferences from trials to target populations | Harvard Data Science Review | article | 10 |
| 2026 | Getting to Know Worst-Case Confounders | Observational Studies | article | — |