Marc Ratkovic

2.1k total citations · 1 hit paper
11 papers, 1.2k citations indexed

About

Marc Ratkovic is a scholar working on Statistics and Probability, Political Science and International Relations and Sociology and Political Science. According to data from OpenAlex, Marc Ratkovic has authored 11 papers receiving a total of 1.2k indexed citations (citations by other indexed papers that have themselves been cited), including 7 papers in Statistics and Probability, 4 papers in Political Science and International Relations and 3 papers in Sociology and Political Science. Recurrent topics in Marc Ratkovic's work include Statistical Methods and Inference (6 papers), Advanced Causal Inference Techniques (6 papers) and Electoral Systems and Political Participation (4 papers). Marc Ratkovic is often cited by papers focused on Statistical Methods and Inference (6 papers), Advanced Causal Inference Techniques (6 papers) and Electoral Systems and Political Participation (4 papers). Marc Ratkovic collaborates with scholars based in United States. Marc Ratkovic's co-authors include Kosuke Imai, Dustin Tingley, In Song Kim, John Londregan, Kevin H. Eng and Christian Fong and has published in prestigious journals such as Journal of the American Statistical Association, American Political Science Review and Journal of the Royal Statistical Society Series B (Statistical Methodology).

In The Last Decade

Marc Ratkovic

11 papers receiving 1.2k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Covariate Balancing Propensity Score

2013 770 citations Kosuke Imai, Marc Ratkovic Journal of the Royal Statistical Society Series B (Statistical Methodology) profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Marc Ratkovic United States	7	549	298	181	92	80	11	1.2k
Yu‐Sung Su China	12	257 0.5×	203 0.7×	127 0.7×	70 0.8×	119 1.5×	22	1.1k
Ben B. Hansen United States	12	497 0.9×	238 0.8×	165 0.9×	58 0.6×	68 0.8×	27	1.5k
Fabrizia Mealli Italy	22	771 1.4×	421 1.4×	158 0.9×	39 0.4×	95 1.2×	82	1.4k
Oscar A. Mitnik United States	12	477 0.9×	448 1.5×	128 0.7×	39 0.4×	43 0.5×	29	1.1k
Jason Abrevaya United States	22	505 0.9×	737 2.5×	307 1.7×	38 0.4×	94 1.2×	50	1.9k
Kristen Olson United States	21	275 0.5×	348 1.2×	974 5.4×	105 1.1×	39 0.5×	87	1.7k
Anabel Forte Spain	13	176 0.3×	164 0.6×	60 0.3×	54 0.6×	71 0.9×	39	777
José M. Pavía Spain	17	92 0.2×	135 0.5×	90 0.5×	132 1.4×	63 0.8×	143	1.2k
Shakeeb Khan United States	20	527 1.0×	392 1.3×	80 0.4×	23 0.3×	46 0.6×	50	1.2k
Shiferaw Gurmu United States	16	299 0.5×	510 1.7×	112 0.6×	36 0.4×	128 1.6×	39	1.1k

Countries citing papers authored by Marc Ratkovic

Since Specialization

Citations

This map shows the geographic impact of Marc Ratkovic'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 Marc Ratkovic with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Marc Ratkovic more than expected).

Fields of papers citing papers by Marc Ratkovic

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Marc Ratkovic. 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 Marc Ratkovic. The network helps show where Marc Ratkovic may publish in the future.

Co-authorship network of co-authors of Marc Ratkovic

This figure shows the co-authorship network connecting the top 25 collaborators of Marc Ratkovic. A scholar is included among the top collaborators of Marc Ratkovic based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Marc Ratkovic. Marc Ratkovic is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

11 of 11 papers shown

1.

Ratkovic, Marc & Dustin Tingley. (2023). Estimation and Inference on Nonlinear and Heterogeneous Effects. The Journal of Politics. 85(2). 421–435. 1 indexed citations

2.

Ratkovic, Marc. (2022). Relaxing Assumptions, Improving Inference: Integrating Machine Learning and the Linear Regression. American Political Science Review. 117(3). 1053–1069. 3 indexed citations

3.

Kim, In Song, John Londregan, & Marc Ratkovic. (2019). The Effects of Political Institutions on the Extensive and Intensive Margins of Trade. International Organization. 73(4). 755–792. 8 indexed citations

4.

Fong, Christian, Marc Ratkovic, & Kosuke Imai. (2019). Covariate Balancing Propensity Score [R package CBPS version 0.21]. 1 indexed citations

5.

Kim, In Song, John Londregan, & Marc Ratkovic. (2018). Estimating Spatial Preferences from Votes and Text. Political Analysis. 26(2). 210–229. 19 indexed citations

6.

Ratkovic, Marc & Dustin Tingley. (2017). Sparse Estimation and Uncertainty with Application to Subgroup Analysis. Political Analysis. 25(1). 1–40. 39 indexed citations

7.

Kim, In Song, John Londregan, & Marc Ratkovic. (2015). Voting, Speechmaking, and the Dimensions of Conict in the US Senate. 6 indexed citations

8.

Imai, Kosuke & Marc Ratkovic. (2014). Robust Estimation of Inverse Probability Weights for Marginal Structural Models. Journal of the American Statistical Association. 110(511). 1013–1023. 57 indexed citations

9.

Imai, Kosuke & Marc Ratkovic. (2013). Covariate Balancing Propensity Score. Journal of the Royal Statistical Society Series B (Statistical Methodology). 76(1). 243–263. 770 indexed citations breakdown →

10.

Imai, Kosuke & Marc Ratkovic. (2013). Estimating treatment effect heterogeneity in randomized program evaluation. The Annals of Applied Statistics. 7(1). 288 indexed citations

11.

Ratkovic, Marc & Kevin H. Eng. (2009). Finding Jumps in Otherwise Smooth Curves: Identifying Critical Events in Political Processes. Political Analysis. 18(1). 57–77. 9 indexed citations

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.

Explore authors with similar magnitude of impact