Citation Analysis – Estimating Causal Effects of Discrete and Continuous Treatments with Binary Instruments

Estimating Causal Effects of Discrete and Continuous Treatments with Binary Instruments
Victor Chernozhukov, Iván Fernández-Val, Sukjin Han, Kaspar Wüthrich
https://arxiv.org/abs/2403.05850

159

Citation mentions

Cited references

Sections

8,940

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	Chernozhukov, V. and C. Hansen (self)	2005	10	5	15.0	0.063	1.000	100%
2	Imbens, G. W. and J. D. Angrist	1994	7	5	10.5	0.044	1.000	100%
3	Imbens, G. W. and W. K. Newey	2009	9	4	13.0	0.057	1.000	100%
4	Han, S. and E. J. Vytlacil (self)	2017	8	4	10.0	0.050	1.000	100%
5	Chernozhukov, V., I. Fernandez-Val, and S. Luo (self)		9	7	13.5	0.057	1.000	100%
6	Chernozhukov, V., I. Fernandez-Val, and B. Melly (self)	2013	5	3	10.0	0.031	1.000	100%
7	---\hspace-.1pt---\hspace-.1pt---		7	2	12.0	0.044	0.874	100%
8	Heckman, J. J. and E. J. Vytlacil	2007	5	2	10.0	0.031	0.874	100%
9	Torgovitsky, A.	2010	10	2	20.0	0.063	0.874	100%
10	Vytlacil, E.	2002	3	3	6.0	0.019	0.843	100%
11	Gale, D. and H. Nikaido	1965	3	3	6.0	0.019	0.843	100%
12	Newey, W. K. and J. L. Powell	2003	3	2	2.5	0.019	0.737	100%
13	---\hspace-.1pt---\hspace-.1pt---	2015	3	2	4.5	0.019	0.737	100%
14	Anjos, U. U. d. and N. Kolev	2005	3	2	6.0	0.019	0.737	100%
15	Ambrosetti, A. and G. Prodi	1995	3	2	6.0	0.019	0.737	100%
16	Chernozhukov, V., I. Fernandez-Val, B. Melly, and ... (self)		3	2	6.0	0.019	0.737	100%
17	Vuong, Q. and H. Xu	2017	2	2	2.5	0.013	0.644	100%
18	Newey, W. and S. Stouli	2021	2	2	2.5	0.013	0.644	100%
19	De Paula, A., I. Rasul, and P. Souza	2019	2	2	4.0	0.013	0.644	100%
20	Wuthrich, K.	2020	2	2	4.0	0.013	0.644	100%
21	Hadamard, J.	1906	2	2	4.0	0.013	0.644	100%
22	Arellano, M. and S. Bonhomme	2017	2	1	1.0	0.013	0.511	100%
23	Athey, S. and G. W. Imbens	2006	2	1	1.0	0.013	0.511	100%
24	Brinch, C. N., M. Mogstad, and M. Wiswall	2017	2	1	4.0	0.013	0.511	100%
25	Kowalski, A. E.	2023	2	1	4.0	0.013	0.511	100%
26	Dong, Y. and Y.-Y. Lee	2023	2	1	4.0	0.013	0.511	100%
27	van der Vaart, A. W. and J. A. Wellner	1996	2	1	4.0	0.013	0.511	100%
28	Black, S. E. and P. J. Devereux	2011	1	1	1.0	0.006	0.406	100%
29	Angrist, J. D. and G. W. Imbens	1995	1	1	1.0	0.006	0.406	100%
30	Chay, K. and M. Greenstone	2005	1	1	1.0	0.006	0.406	100%
31	Angrist, J. D., K. Graddy, and G. W. Imbens	2000	1	1	1.0	0.006	0.406	100%
32	Blundell, R., X. Chen, and D. Kristensen	2007	1	1	0.5	0.006	0.406	100%
33	Ai, C. and X. Chen	2003	1	1	0.5	0.006	0.406	100%
34	Chen, X. and D. Pouzo	2009	1	1	0.5	0.006	0.406	100%
35	---\hspace-.1pt---\hspace-.1pt---	2012	1	1	0.5	0.006	0.406	100%
36	---\hspace-.1pt---\hspace-.1pt---	2015	1	1	0.5	0.006	0.406	100%
37	---\hspace-.1pt---\hspace-.1pt---	2013	1	1	0.5	0.006	0.406	100%
38	Heckman, J. J. and E. Vytlacil	2005	1	1	0.5	0.006	0.406	100%
39	Abadie, A., J. Angrist, and G. Imbens	2002	1	1	0.5	0.006	0.406	100%
40	Carneiro, P. and S. Lee	2009	1	1	0.5	0.006	0.406	100%
41	---\hspace-.1pt---\hspace-.1pt---	2006	1	1	0.5	0.006	0.406	100%
42	Newey, W. K., J. L. Powell, and F. Vella	1999	1	1	0.5	0.006	0.406	100%
43	Chesher, A.	2003	1	1	0.5	0.006	0.406	100%
44	D'Haultfoeuille, X. and P. Fevrier	2015	1	1	0.5	0.006	0.406	100%
45	---\hspace-.1pt---\hspace-.1pt---	2017	1	1	0.5	0.006	0.406	100%
46	Manski, C. F.	1990	1	1	0.5	0.006	0.406	100%
47	Balke, A. and J. Pearl	1997	1	1	0.5	0.006	0.406	100%
48	Chesher, A. and A. M. Rosen	2020	1	1	0.5	0.006	0.406	100%
49	Chen, X., Y. Fan, and V. Tsyrennikov	2006	1	1	0.5	0.006	0.406	100%
50	---\hspace-.1pt---\hspace-.1pt---		1	1	0.5	0.006	0.406	100%
51	Chen, X. and Y. Fan		1	1	0.5	0.006	0.406	100%
52	Beare, B. K.	2010	1	1	0.5	0.006	0.406	100%
53	Chen, X., Z. Huang, and Y. Yi	2021	1	1	0.5	0.006	0.406	100%
54	Chen, X., Z. Xiao, and B. Wang	2022	1	1	0.5	0.006	0.406	100%
55	Fan, Y., F. Han, and H. Park (self)	2023	1	1	0.5	0.006	0.406	100%
56	Han, S. and S. Lee (self)	2019	1	1	0.5	0.006	0.406	100%
57	---\hspace-.1pt---\hspace-.1pt---	2023	1	1	0.5	0.006	0.406	100%
58	Mourifie, I. and Y. Wan	2021	1	1	0.5	0.006	0.406	100%
59	Ghanem, D., D. Kedagni, and I. Mourifie	2023	1	1	0.5	0.006	0.406	100%
60	Hirano, K. and G. W. Imbens	2004	1	1	2.0	0.006	0.406	100%
61	Kolev, N., U. d. Anjos, and B. V. d. M. Mendes	2006	1	1	2.0	0.006	0.406	100%
62	Liu, H., J. Lafferty, and L. Wasserman	2009	1	1	2.0	0.006	0.406	100%
63	Cunha, F., J. J. Heckman, and S. Navarro	2007	1	1	2.0	0.006	0.406	100%
64	De Chaisemartin, C.	2017	1	1	2.0	0.006	0.406	100%
65	Heckman, J., J. L. Tobias, and E. Vytlacil	2003	1	1	2.0	0.006	0.406	100%
66	Angrist, J. D. and I. Fernandez-Val	2013	1	1	2.0	0.006	0.406	100%
67	Mogstad, M., A. Santos, and A. Torgovitsky	2018	1	1	2.0	0.006	0.406	100%
68	Han, S. and S. Yang (self)	2023	1	1	2.0	0.006	0.406	100%
69	Heckman, J. J.	1979	1	1	2.0	0.006	0.406	100%
70	Heckman, J. J. and B. E. Honore	1990	1	1	2.0	0.006	0.406	100%
71	Eisenhauer, P., J. J. Heckman, and E. Vytlacil	2015	1	1	2.0	0.006	0.406	100%
72	R Core Team	2024	1	1	2.0	0.006	0.406	100%
73	Bessone, P., G. Rao, F. Schilbach, H. Schofield, a...		1	1	2.0	0.006	0.406	100%

Reference

Year

Mentions

Breadth

Sec. Wtd

Composite

Main %

Chernozhukov, V. and C. Hansen (self)

2005

15.0

0.063

1.000

100%

Imbens, G. W. and J. D. Angrist

1994

10.5

0.044

1.000

100%

Imbens, G. W. and W. K. Newey

2009

13.0

0.057

1.000

100%

Han, S. and E. J. Vytlacil (self)

2017

10.0

0.050

1.000

100%

Chernozhukov, V., I. Fernandez-Val, and S. Luo (self)

13.5

0.057

1.000

100%

Chernozhukov, V., I. Fernandez-Val, and B. Melly (self)

2013

10.0

0.031

1.000

100%

---\hspace-.1pt---\hspace-.1pt---

12.0

0.044

0.874

100%

Heckman, J. J. and E. J. Vytlacil

2007

10.0

0.031

0.874

100%

Torgovitsky, A.

2010

20.0

0.063

0.874

100%

Vytlacil, E.

2002

6.0

0.019

0.843

100%

Gale, D. and H. Nikaido

1965

6.0

0.019

0.843

100%

Newey, W. K. and J. L. Powell

2003

2.5

0.019

0.737

100%

---\hspace-.1pt---\hspace-.1pt---

2015

4.5

0.019

0.737

100%

Anjos, U. U. d. and N. Kolev

2005

6.0

0.019

0.737

100%

Ambrosetti, A. and G. Prodi

1995

6.0

0.019

0.737

100%

Chernozhukov, V., I. Fernandez-Val, B. Melly, and ... (self)

6.0

0.019

0.737

100%

Vuong, Q. and H. Xu

2017

2.5

0.013

0.644

100%

Newey, W. and S. Stouli

2021

2.5

0.013

0.644

100%

De Paula, A., I. Rasul, and P. Souza

2019

4.0

0.013

0.644

100%

Wuthrich, K.

2020

4.0

0.013

0.644

100%

Hadamard, J.

1906

4.0

0.013

0.644

100%

Arellano, M. and S. Bonhomme

2017

1.0

0.013

0.511

100%

Athey, S. and G. W. Imbens

2006

1.0

0.013

0.511

100%

Brinch, C. N., M. Mogstad, and M. Wiswall

2017

4.0

0.013

0.511

100%

Kowalski, A. E.

2023

4.0

0.013

0.511

100%

Dong, Y. and Y.-Y. Lee

2023

4.0

0.013

0.511

100%

van der Vaart, A. W. and J. A. Wellner

1996

4.0

0.013

0.511

100%

Black, S. E. and P. J. Devereux

2011

1.0

0.006

0.406

100%

Angrist, J. D. and G. W. Imbens

1995

1.0

0.006

0.406

100%

Chay, K. and M. Greenstone

2005

1.0

0.006

0.406

100%

Angrist, J. D., K. Graddy, and G. W. Imbens

2000

1.0

0.006

0.406

100%

Blundell, R., X. Chen, and D. Kristensen

2007

0.5

0.006

0.406

100%

Ai, C. and X. Chen

2003

0.5

0.006

0.406

100%

Chen, X. and D. Pouzo

2009

0.5

0.006

0.406

100%

---\hspace-.1pt---\hspace-.1pt---

2012

0.5

0.006

0.406

100%

---\hspace-.1pt---\hspace-.1pt---

2015

0.5

0.006

0.406

100%

---\hspace-.1pt---\hspace-.1pt---

2013

0.5

0.006

0.406

100%

Heckman, J. J. and E. Vytlacil

2005

0.5

0.006

0.406

100%

Abadie, A., J. Angrist, and G. Imbens

2002

0.5

0.006

0.406

100%

Carneiro, P. and S. Lee

2009

0.5

0.006

0.406

100%

---\hspace-.1pt---\hspace-.1pt---

2006

0.5

0.006

0.406

100%

Newey, W. K., J. L. Powell, and F. Vella

1999

0.5

0.006

0.406

100%

Chesher, A.

2003

0.5

0.006

0.406

100%

D'Haultfoeuille, X. and P. Fevrier

2015

0.5

0.006

0.406

100%

---\hspace-.1pt---\hspace-.1pt---

2017

0.5

0.006

0.406

100%

Manski, C. F.

1990

0.5

0.006

0.406

100%

Balke, A. and J. Pearl

1997

0.5

0.006

0.406

100%

Chesher, A. and A. M. Rosen

2020

0.5

0.006

0.406

100%

Chen, X., Y. Fan, and V. Tsyrennikov

2006

0.5

0.006

0.406

100%

---\hspace-.1pt---\hspace-.1pt---

0.5

0.006

0.406

100%

Chen, X. and Y. Fan

0.5

0.006

0.406

100%

Beare, B. K.

2010

0.5

0.006

0.406

100%

Chen, X., Z. Huang, and Y. Yi

2021

0.5

0.006

0.406

100%

Chen, X., Z. Xiao, and B. Wang

2022

0.5

0.006

0.406

100%

Fan, Y., F. Han, and H. Park (self)

2023

0.5

0.006

0.406

100%

Han, S. and S. Lee (self)

2019

0.5

0.006

0.406

100%

---\hspace-.1pt---\hspace-.1pt---

2023

0.5

0.006

0.406

100%

Mourifie, I. and Y. Wan

2021

0.5

0.006

0.406

100%

Ghanem, D., D. Kedagni, and I. Mourifie

2023

0.5

0.006

0.406

100%

Hirano, K. and G. W. Imbens

2004

2.0

0.006

0.406

100%

Kolev, N., U. d. Anjos, and B. V. d. M. Mendes

2006

2.0

0.006

0.406

100%

Liu, H., J. Lafferty, and L. Wasserman

2009

2.0

0.006

0.406

100%

Cunha, F., J. J. Heckman, and S. Navarro

2007

2.0

0.006

0.406

100%

De Chaisemartin, C.

2017

2.0

0.006

0.406

100%

Heckman, J., J. L. Tobias, and E. Vytlacil

2003

2.0

0.006

0.406

100%

Angrist, J. D. and I. Fernandez-Val

2013

2.0

0.006

0.406

100%

Mogstad, M., A. Santos, and A. Torgovitsky

2018

2.0

0.006

0.406

100%

Han, S. and S. Yang (self)

2023

2.0

0.006

0.406

100%

Heckman, J. J.

1979

2.0

0.006

0.406

100%

Heckman, J. J. and B. E. Honore

1990

2.0

0.006

0.406

100%

Eisenhauer, P., J. J. Heckman, and E. Vytlacil

2015

2.0

0.006

0.406

100%

R Core Team

2024

2.0

0.006

0.406

100%

Bessone, P., G. Rao, F. Schilbach, H. Schofield, a...

2.0

0.006

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.