Citation Analysis – Imputation of Counterfactual Outcomes when the Errors are Predictable

Imputation of Counterfactual Outcomes when the Errors are Predictable
Silvia Goncalves, Serena Ng
https://arxiv.org/abs/2403.08130

Citation mentions

Cited references

Sections

7,865

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	Goldberger	1962	5	4	7.0	0.114	0.928	80%
2	Chernozhukov, Wüthrich, and Zhu	2021	3	3	5.0	0.068	0.843	100%
3	Fan, Masini, and Medeiros	2022	3	3	5.0	0.068	0.843	100%
4	Bai and Ng	2021	4	2	8.0	0.091	0.811	100%
5	Arkhangelsky, Athey, Hirshberg, Imbens, and Wager	2021	2	1	4.0	0.045	0.511	100%
6	Ferman and Pinto	2021	2	1	4.0	0.045	0.511	100%
7	Ferman	2023	1	1	1.0	0.023	0.406	100%
8	Xu	2017	1	1	2.0	0.023	0.406	100%
9	Athey, Bayati, Doudchenko, Imbens, and Khosravi	2021	1	1	2.0	0.023	0.406	100%
10	Abadie and Gardeazabal	2003	1	1	2.0	0.023	0.406	100%
11	Abadie, Diamond, and Hainmueller	2010	1	1	2.0	0.023	0.406	100%
12	Ben-Michael, Feller, and Rothstein	2021	1	1	2.0	0.023	0.406	100%
13	Henderson	1950	1	1	2.0	0.023	0.406	100%
14	Robinson	1991	1	1	2.0	0.023	0.406	100%
15	Spall	1991	1	1	2.0	0.023	0.406	100%
16	Taub	1979	1	1	2.0	0.023	0.406	100%
17	Baltagi	2008	1	1	2.0	0.023	0.406	100%
18	Baltagi	2013	1	1	2.0	0.023	0.406	100%
19	Cochrane and Orcutt	1949	1	1	2.0	0.023	0.406	100%
20	Kunitomo and Yamamoto	1985	1	1	2.0	0.023	0.406	100%
21	Little and Rubin	2019	1	1	2.0	0.023	0.406	100%
22	Chow and Lin	1971	1	1	2.0	0.023	0.406	100%
23	Ng and Scanlan	2024	1	1	2.0	0.023	0.406	100%
24	Brodersen, Gallusser, Koehler, Remy, and Scott	2015	1	1	2.0	0.023	0.406	100%
25	Carvalho, Masini, and Medeiros	2018	1	1	2.0	0.023	0.406	100%
26	Masini and Medeiros	2021	1	1	2.0	0.023	0.406	100%
27	Masini and Medeiros	2022	1	1	2.0	0.023	0.406	100%
28	Li	2020	1	1	2.0	0.023	0.406	100%
29	Cattaneo, Feng, and Titiunik	2021	1	1	2.0	0.023	0.406	100%
30	Phillips	1979	1	1	2.0	0.023	0.406	100%
31	Li, Shen, and Zhou	2023	1	1	2.0	0.023	0.406	100%

Reference

Year

Mentions

Breadth

Sec. Wtd

Composite

Main %

Goldberger

1962

7.0

0.114

0.928

80%

Chernozhukov, Wüthrich, and Zhu

2021

5.0

0.068

0.843

100%

Fan, Masini, and Medeiros

2022

5.0

0.068

0.843

100%

Bai and Ng

2021

8.0

0.091

0.811

100%

Arkhangelsky, Athey, Hirshberg, Imbens, and Wager

2021

4.0

0.045

0.511

100%

Ferman and Pinto

2021

4.0

0.045

0.511

100%

Ferman

2023

1.0

0.023

0.406

100%

2017

2.0

0.023

0.406

100%

Athey, Bayati, Doudchenko, Imbens, and Khosravi

2021

2.0

0.023

0.406

100%

Abadie and Gardeazabal

2003

2.0

0.023

0.406

100%

Abadie, Diamond, and Hainmueller

2010

2.0

0.023

0.406

100%

Ben-Michael, Feller, and Rothstein

2021

2.0

0.023

0.406

100%

Henderson

1950

2.0

0.023

0.406

100%

Robinson

1991

2.0

0.023

0.406

100%

Spall

1991

2.0

0.023

0.406

100%

Taub

1979

2.0

0.023

0.406

100%

Baltagi

2008

2.0

0.023

0.406

100%

Baltagi

2013

2.0

0.023

0.406

100%

Cochrane and Orcutt

1949

2.0

0.023

0.406

100%

Kunitomo and Yamamoto

1985

2.0

0.023

0.406

100%

Little and Rubin

2019

2.0

0.023

0.406

100%

Chow and Lin

1971

2.0

0.023

0.406

100%

Ng and Scanlan

2024

2.0

0.023

0.406

100%

Brodersen, Gallusser, Koehler, Remy, and Scott

2015

2.0

0.023

0.406

100%

Carvalho, Masini, and Medeiros

2018

2.0

0.023

0.406

100%

Masini and Medeiros

2021

2.0

0.023

0.406

100%

Masini and Medeiros

2022

2.0

0.023

0.406

100%

2020

2.0

0.023

0.406

100%

Cattaneo, Feng, and Titiunik

2021

2.0

0.023

0.406

100%

Phillips

1979

2.0

0.023

0.406

100%

Li, Shen, and Zhou

2023

2.0

0.023

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.