Citation Analysis

Cohort-Anchored Robust Inference for Event-Study with Staggered Adoption\Large\bf %
Ziyi Liu
https://arxiv.org/abs/2509.01829
58
Citation mentions
19
Cited references
11
Sections
18,342
Words (approx)

References by Citation Intensity

Ordered by composite index (descending). Higher values indicate more intensive citation.

# Reference Year Mentions Breadth Sec. Wtd Share Composite Main %
1 Callaway, Brantly and Sant’Anna, Pedro HC 2021 14 6 19.0 0.241 0.950 86%
2 Borusyak, Kirill and Jaravel, Xavier and Spiess, J... 2024 5 3 6.5 0.086 0.928 80%
3 Aguilar-Loyo, Jhordano 2025 4 3 7.0 0.069 0.928 100%
4 Sun, Liyang and Abraham, Sarah 2021 5 2 7.0 0.086 0.874 100%
5 Liu, Licheng and Wang, Ye and Xu, Yiqing (self) 2024 5 3 5.0 0.086 0.843 60%
6 Andrews, Isaiah and Roth, Jonathan and Pakes, Arie... 2023 3 2 5.0 0.052 0.737 100%
7 Gardner, John 2022 2 2 3.0 0.034 0.644 100%
8 De Chaisemartin, Cle 2024 2 2 3.0 0.034 0.644 100%
9 Arkhangelsky, Dmitry and Samkov, Aleksei 2024 2 2 3.0 0.034 0.644 100%
10 Roth, Jonathan 2 2 3.0 0.034 0.644 100%
11 Rambachan, Ashesh and Roth, Jonathan 4 3 4.0 0.069 0.585 25%
12 Li, Zikai and Strezhnev, Anton 2025 3 2 2.0 0.052 0.511 33%
13 Roth, Jonathan 2022 1 1 1.0 0.017 0.406 100%
14 De Chaisemartin, Cle 2020 1 1 1.0 0.017 0.406 100%
15 Wooldridge, Jeffrey M 2021 1 1 2.0 0.017 0.406 100%
16 Gardner, John 1 1 2.0 0.017 0.406 100%
17 Chen, Xiaohong and Sant'Anna, Pedro HC and Xie, Ha... 2025 1 1 2.0 0.017 0.406 100%
18 Brantly Callaway and Pedro H.C. Sant'Anna 2021 1 1 2.0 0.017 0.406 100%
19 Chiu, Albert and Lan, Xingchen and Liu, Ziyi and X... (self) 2025 1 1 2.0 0.017 0.406 100%
Measures: Mentions = total in-text citations; Breadth = distinct sections; Sec. Wtd = section-weighted count (body ×2, lit review/appendix ×0.5); Share = mentions / total citations in paper; Composite = geometric mean of normalised count, breadth, and main-text ratio; Main % = fraction of mentions in main text (excl. appendix). (self) = self-citation.