Academic
Melody Huang
Political Science · 0000-0002-0151-6688
Citations received by year
Google Scholar profile
Citations received in each calendar year across this verified Scholar profile. Bars are annual counts; missing years are unknown. 2026 is an incomplete calendar year.
Publications
14 rows, 14 from the Scholar profile only
2026 Assessing Nonignorable Response: Sensitivity Analysis for Survey Weighting, with Applications to Survey Estimates of COVID-19 Vaccination Uptake Public Opinion Quarterly, nfag061
CV span
Not in the CV.
Fields by source
| Field | CV | OpenAlex | Scholar |
|---|---|---|---|
| title scholar | Assessing Nonignorable Response: Sensitivity Analysis for Survey Weighting, with Applications to Survey Estimates of COVID-19 Vaccination Uptake | ||
| year scholar | 2026 | ||
| venue scholar | Public Opinion Quarterly, nfag061 | ||
| kind scholar | other | ||
| first author scholar | Huang |
Citations
- OpenAlex
- none
- Scholar
- none
Match decisions
No decision recorded; a single record.
2026 Getting to Know Worst-Case Confounders Observational Studies
CV span
Not in the CV.
Fields by source
| Field | CV | OpenAlex | Scholar |
|---|---|---|---|
| title scholar | Getting to Know Worst-Case Confounders | ||
| year scholar | 2026 | ||
| venue scholar | Observational Studies | ||
| kind scholar | other | ||
| first author scholar | Huang |
Citations
- OpenAlex
- none
- Scholar
- none
Match decisions
No decision recorded; a single record.
2026 Sensitivity analysis for clustered observational studies with an application to the effectiveness of magnet nursing hospitals Journal of the Royal Statistical Society Series A: Statistics in Society
CV span
Not in the CV.
Fields by source
| Field | CV | OpenAlex | Scholar |
|---|---|---|---|
| title scholar | Sensitivity analysis for clustered observational studies with an application to the effectiveness of magnet nursing hospitals | ||
| year scholar | 2026 | ||
| venue scholar | Journal of the Royal Statistical Society Series A: Statistics in Society … | ||
| kind scholar | other | ||
| first author scholar | Huang |
Citations
- OpenAlex
- none
- Scholar
- 3
Match decisions
No decision recorded; a single record.
2025 Design sensitivity and its implications for weighted observational studies Journal of the Royal Statistical Society Series A: Statistics in Society
CV span
Not in the CV.
Fields by source
| Field | CV | OpenAlex | Scholar |
|---|---|---|---|
| title scholar | Design sensitivity and its implications for weighted observational studies | ||
| year scholar | 2025 | ||
| venue scholar | Journal of the Royal Statistical Society Series A: Statistics in Society … | ||
| kind scholar | other | ||
| first author scholar | Huang |
Citations
- OpenAlex
- none
- Scholar
- 13
Match decisions
No decision recorded; a single record.
2025 Does AI help humans make better decisions? A statistical evaluation framework for experimental and observational studies Proceedings of the National Academy of Sciences
CV span
Not in the CV.
Fields by source
| Field | CV | OpenAlex | Scholar |
|---|---|---|---|
| title scholar | Does AI help humans make better decisions? A statistical evaluation framework for experimental and observational studies | Does AI help humans make better decisions? A statistical evaluation framework for experimental and observational studies | |
| year scholar | 2024 | 2025 | |
| venue scholar | RePEc: Research Papers in Economics | Proceedings of the National Academy of Sciences | |
| kind scholar | working_paper | other | |
| DOI | 10.48550/arxiv.2403.12108 | ||
| preprint DOI | 10.48550/arxiv.2403.12108 | ||
| first author scholar | Ben‐Michael | Ben-Michael |
Citations
- OpenAlex
- none
- Scholar
- 48
- OpenAlex
- W4393026962
Match decisions
No decision recorded; a single record.
2025 Overlap violations in external validity: Application to Ugandan cash transfer programs The Annals of Applied Statistics
CV span
Not in the CV.
Fields by source
| Field | CV | OpenAlex | Scholar |
|---|---|---|---|
| title scholar | Overlap violations in external validity: Application to Ugandan cash transfer programs | ||
| year scholar | 2025 | ||
| venue scholar | The Annals of Applied Statistics | ||
| kind scholar | other | ||
| first author scholar | Huang |
Citations
- OpenAlex
- none
- Scholar
- 16
Match decisions
No decision recorded; a single record.
2025 Variance-based sensitivity analysis for weighting estimators results in more informative bounds Biometrika 112 (1), asae040
CV span
Not in the CV.
Fields by source
| Field | CV | OpenAlex | Scholar |
|---|---|---|---|
| title scholar | Variance-based sensitivity analysis for weighting estimators results in more informative bounds | ||
| year scholar | 2025 | ||
| venue scholar | Biometrika | ||
| kind scholar | other | ||
| first author scholar | Huang |
Citations
- OpenAlex
- none
- Scholar
- 52
Match decisions
No decision recorded; a single record.
2024 Sensitivity analysis for survey weights Political Analysis
CV span
Not in the CV.
Fields by source
| Field | CV | OpenAlex | Scholar |
|---|---|---|---|
| title scholar | Sensitivity analysis for survey weights | ||
| year scholar | 2024 | ||
| venue scholar | Political Analysis | ||
| kind scholar | other | ||
| first author scholar | Hartman |
Citations
- OpenAlex
- none
- Scholar
- 38
Match decisions
No decision recorded; a single record.
2024 Sensitivity analysis for the generalization of experimental results Journal of the Royal Statistical Society Series A: Statistics in Society
CV span
Not in the CV.
Fields by source
| Field | CV | OpenAlex | Scholar |
|---|---|---|---|
| title scholar | Sensitivity analysis for the generalization of experimental results | ||
| year scholar | 2024 | ||
| venue scholar | Journal of the Royal Statistical Society Series A: Statistics in Society … | ||
| kind scholar | other | ||
| first author scholar | Huang |
Citations
- OpenAlex
- none
- Scholar
- 69
Match decisions
No decision recorded; a single record.
2024 Towards generalizing inferences from trials to target populations Harvard Data Science Review
CV span
Not in the CV.
Fields by source
| Field | CV | OpenAlex | Scholar |
|---|---|---|---|
| title scholar | Towards generalizing inferences from trials to target populations | ||
| year scholar | 2024 | ||
| venue scholar | Harvard Data Science Review | ||
| kind scholar | other | ||
| first author scholar | Huang |
Citations
- OpenAlex
- none
- Scholar
- 10
Match decisions
No decision recorded; a single record.
2023 Improving precision through design and analysis in experiments with noncompliance Political Science Research and Methods
CV span
Not in the CV.
Fields by source
| Field | CV | OpenAlex | Scholar |
|---|---|---|---|
| title scholar | Improving precision through design and analysis in experiments with noncompliance | ||
| year scholar | 2023 | ||
| venue scholar | Political Science Research and Methods | ||
| kind scholar | other | ||
| first author scholar | Hartman |
Citations
- OpenAlex
- none
- Scholar
- 4
Match decisions
No decision recorded; a single record.
2023 Leveraging population outcomes to improve the generalization of experimental results: Application to the JTPA study The Annals of Applied Statistics
CV span
Not in the CV.
Fields by source
| Field | CV | OpenAlex | Scholar |
|---|---|---|---|
| title scholar | Leveraging population outcomes to improve the generalization of experimental results: Application to the JTPA study | ||
| year scholar | 2023 | ||
| venue scholar | The Annals of Applied Statistics | ||
| kind scholar | other | ||
| first author scholar | Huang |
Citations
- OpenAlex
- none
- Scholar
- 25
Match decisions
No decision recorded; a single record.
2022 Higher moments for optimal balance weighting in causal estimation Epidemiology
CV span
Not in the CV.
Fields by source
| Field | CV | OpenAlex | Scholar |
|---|---|---|---|
| title scholar | Higher moments for optimal balance weighting in causal estimation | ||
| year scholar | 2022 | ||
| venue scholar | Epidemiology | ||
| kind scholar | other | ||
| first author scholar | Huang |
Citations
- OpenAlex
- none
- Scholar
- 19
Match decisions
No decision recorded; a single record.
2019 Forecasting stock market movements using Google Trend searches Empirical Economics
CV span
Not in the CV.
Fields by source
| Field | CV | OpenAlex | Scholar |
|---|---|---|---|
| title scholar | Forecasting stock market movements using Google Trend searches | ||
| year scholar | 2019 | ||
| venue scholar | Empirical Economics | ||
| kind scholar | other | ||
| first author scholar | Huang |
Citations
- OpenAlex
- none
- Scholar
- 157
Match decisions
No decision recorded; a single record.
In progress
6 items in progress, under review, forthcoming or a working paper · not counted as publications
2026 Estimating Consensus Ideal Points Using Multi-Source Data arXiv preprint
CV span
Not in the CV.
Fields by source
| Field | CV | OpenAlex | Scholar |
|---|---|---|---|
| title scholar | Estimating Consensus Ideal Points Using Multi-Source Data | ||
| year scholar | 2026 | ||
| venue scholar | arXiv preprint arXiv:2601.05213 | ||
| kind scholar | other | ||
| first author scholar | Meisels |
Citations
- OpenAlex
- none
- Scholar
- none
Match decisions
No decision recorded; a single record.
2026 Seeing the Forest for the Trees: The Gaussian Process Limit of BART arXiv preprint
CV span
Not in the CV.
Fields by source
| Field | CV | OpenAlex | Scholar |
|---|---|---|---|
| title scholar | Seeing the Forest for the Trees: The Gaussian Process Limit of BART | ||
| year scholar | 2026 | ||
| venue scholar | arXiv preprint arXiv:2607.28844 | ||
| kind scholar | other | ||
| first author scholar | McCartan |
Citations
- OpenAlex
- none
- Scholar
- none
Match decisions
No decision recorded; a single record.
2025 Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference arXiv preprint
CV span
Not in the CV.
Fields by source
| Field | CV | OpenAlex | Scholar |
|---|---|---|---|
| title scholar | Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference | ||
| year scholar | 2025 | ||
| venue scholar | arXiv preprint arXiv:2502.07275 | ||
| kind scholar | other | ||
| first author scholar | Huang |
Citations
- OpenAlex
- none
- Scholar
- 12
Match decisions
No decision recorded; a single record.
2025 Generalizing causal effects with noncompliance: Application to deep canvassing experiments arXiv preprint
CV span
Not in the CV.
Fields by source
| Field | CV | OpenAlex | Scholar |
|---|---|---|---|
| title scholar | Generalizing causal effects with noncompliance: Application to deep canvassing experiments | ||
| year scholar | 2025 | ||
| venue scholar | arXiv preprint arXiv:2506.00149 | ||
| kind scholar | other | ||
| first author scholar | Chen |
Citations
- OpenAlex
- none
- Scholar
- 1
Match decisions
No decision recorded; a single record.
2025 Relative bias under imperfect identification in observational causal inference arXiv preprint
CV span
Not in the CV.
Fields by source
| Field | CV | OpenAlex | Scholar |
|---|---|---|---|
| title scholar | Relative bias under imperfect identification in observational causal inference | ||
| year scholar | 2025 | ||
| venue scholar | arXiv preprint arXiv:2507.23743 | ||
| kind scholar | other | ||
| first author scholar | Huang |
Citations
- OpenAlex
- none
- Scholar
- 6
Match decisions
No decision recorded; a single record.
2024 Minimax Regret Estimation for Generalizing Heterogeneous Treatment Effects with Multisite Data. arXiv preprint
CV span
Not in the CV.
Fields by source
| Field | CV | OpenAlex | Scholar |
|---|---|---|---|
| title cv | Minimax Regret Estimation for Generalizing Heterogeneous Treatment Effects with Multisite Data. | Minimax Regret Estimation for Generalizing Heterogeneous Treatment Effects with Multisite Data | Minimax regret estimation for generalizing heterogeneous treatment effects with multisite data |
| year scholar | 2024 | 2024 | |
| venue scholar | arXiv (Cornell University) | arXiv preprint arXiv:2412.11136 | |
| kind cv | working_paper | working_paper | other |
| DOI openalex | 10.48550/arxiv.2412.11136 | ||
| preprint DOI | 10.48550/arxiv.2412.11136 | ||
| first author cv | Zhang | Zhang | Zhang |
Citations
- OpenAlex
- 0
- Scholar
- 16
- DOI
- 10.48550/arxiv.2412.11136
- OpenAlex
- W4405469699
Match decisions
No decision recorded; a single record.
Not counted
1 item · dissertations, talks, media, datasets · listed, not counted as publications
2023 Towards Credible Causal Inference under Real-World Complications University of California, Berkeley
CV span
Not in the CV.
Fields by source
| Field | CV | OpenAlex | Scholar |
|---|---|---|---|
| title scholar | Towards Credible Causal Inference under Real-World Complications | ||
| year scholar | 2023 | ||
| venue scholar | University of California, Berkeley | ||
| kind scholar | other | ||
| first author scholar | Huang |
Citations
- OpenAlex
- none
- Scholar
- none
Match decisions
No decision recorded; a single record.
Positions
0 from the CV
No positions yet.
Entries needing review
0
Nothing to review.
Entries dropped by a reviewer
0
No dropped entries.