Matt Taddy
Impact in
- General Social Sciences top 0.1%
- Computational and Text Analysis Methods
- Economics and Econometrics top 2%
- Market Dynamics and Volatility
Papers in
-
- Topic Modeling 3
- Text and Document Classification Technologies 3
- Bayesian Methods and Mixture Models 3
-
- Statistical Methods and Inference 7
- Advanced Causal Inference Techniques 4
- Statistical Methods and Bayesian Inference 3
- Co-authors
- Matthew Gentzkow (3 shared papers)Bryan Kelly (1 shared paper)Jesse M. Shapiro (2 shared papers)Amit Seru (2 shared papers)Dimitris Papanikolaou (2 shared papers)Bryan T. Kelly (1 shared paper)Robert B. Gramacy (2 shared papers)Shane T. Jensen (1 shared paper)
- Journals
- Journal of the American Statistical Association (2 papers)Quantitative Economics (1 paper)Technometrics (1 paper)Bayesian Analysis (1 paper)Journal of Business and Economic Statistics (1 paper)
- Partner nations
- United StatesGermanyCanada
In The Last Decade
Matt Taddy
23 papers receiving 1.5k citations
Matt Taddy's Hit Papers
Peers
Comparison fields: 5 of 115
- General Social Sciences 178
- Economics and Econometrics 578
- Finance 179
- Statistics and Probability 128
- Management Science and Operations Research 194
Countries citing papers authored by Matt Taddy
This map shows the geographic impact of Matt Taddy's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Matt Taddy with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Matt Taddy more than expected).
Fields of papers citing papers by Matt Taddy
This network shows the impact of papers produced by Matt Taddy. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Matt Taddy. The network helps show where Matt Taddy may publish in the future.
Co-authors
The 25 scholars most cited alongside Matt Taddy, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 24 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Text as Data Hit paper breakdown → | 2019 | 599 |
| 2 | Measuring Group Differences in High‐Dimensional Choices: Method and Application to Congressional Speech Hit paper breakdown → | 2019 | 202 |
| 3 | Measuring Technological Innovation over the Long Run Hit paper breakdown → | 2021 | 184 |
| 4 | 2012 | 144 | |
| 5 | 2018 | 91 | |
| 6 | Deep IV: a flexible approach for counterfactual prediction | 2017 | 48 |
| 7 | 2016 | 46 | |
| 8 | 2013 | 45 | |
| 9 | Distributed Multinomial Regression | 2016 | 41 |
| 10 | 2010 | 36 | |
| 11 | 2013 | 35 | |
| 12 | Measuring Polarization in High-Dimensional Data: Method and Application to Congressional Speech | 2016 | 32 |
| 13 | 2017 | 30 | |
| 14 | 2016 | 19 | |
| 15 | Orthogonal Machine Learning for Demand Estimation: High Dimensional Causal Inference in Dynamic Panels | 2017 | 12 |
| 16 | 2017 | 12 | |
| 17 | 2023 | 9 | |
| 18 | 2013 | 4 | |
| 19 | Heterogeneous Treatment Effects in Digital Experimentation | 2014 | 3 |
| 20 | The Gamma Lasso | 2013 | 2 |
About Matt Taddy
Matt Taddy is a scholar working on Artificial Intelligence, Statistics and Probability, Economics and Econometrics, Statistics, Probability and Uncertainty and Sociology and Political Science, having authored 24 papers that have together received 1.6k indexed citations. Recurring topics across this work include Statistical Methods and Inference (7 papers), Advanced Causal Inference Techniques (4 papers), Media Influence and Politics (3 papers), Statistical Methods and Bayesian Inference (3 papers), Computational and Text Analysis Methods (3 papers), Topic Modeling (3 papers), Text and Document Classification Technologies (3 papers) and Bayesian Methods and Mixture Models (3 papers). The work is most often cited by research in General Social Sciences (178 citations), Economics and Econometrics (578 citations), Finance (179 citations), Statistics and Probability (128 citations) and Management Science and Operations Research (194 citations). Matt Taddy has collaborated with scholars based in United States, Germany and Canada. Frequent co-authors include Matthew Gentzkow, Bryan Kelly, Jesse M. Shapiro, Amit Seru, Dimitris Papanikolaou, Bryan T. Kelly, Robert B. Gramacy, Shane T. Jensen, Matt Gardner and Kevin Leyton‐Brown. Their work appears in journals such as Journal of the American Statistical Association, Quantitative Economics, Technometrics, Bayesian Analysis and Journal of Business and Economic Statistics.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.