Citation Analysis – Nonparametric regression for cost-effectiveness analyses with observational data

Nonparametric regression for cost-effectiveness analyses with observational data - a tutorial
Jonas Esser, Mateus Maia, Judith Bosmans, Johanna van Dongen
https://arxiv.org/abs/2507.03511

Citation mentions

Cited references

Sections

4,085

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	Vincent Dorie and Jennifer L Hill and Uri Shalit a...	2019	6	5	12.0	0.118	1.000	100%
2	Esser, Jonas and Maia, Mateus and Parnell, Andrew ... (self)	2024	4	4	8.0	0.078	0.928	100%
3	Lo	2000	3	3	6.0	0.059	0.843	100%
4	Baio, Gianluca	2018	3	2	6.0	0.059	0.737	100%
5	Hernán, M A and Robins, J M	2024	2	2	3.0	0.039	0.644	100%
6	Ben, \^A	2023	2	2	4.0	0.039	0.644	100%
7	M. F. Drummond and M. J. Sculpher and K. Claxton a...	2015	2	1	4.0	0.039	0.511	100%
8	Imbens, Guido W. and Rubin, Donald B.	2015	1	1	1.0	0.020	0.406	100%
9	Aronow, Peter M and Miller, Benjamin T	2019	1	1	1.0	0.020	0.406	100%
10	Kreif, Noe	2013	1	1	1.0	0.020	0.406	100%
11	Chen, Shuai and Bang, Heejung and Hoch, Jeffrey S	2024	1	1	1.0	0.020	0.406	100%
12	Herna	2016	1	1	2.0	0.020	0.406	100%
13	Hakkaart-van Roijen, LVLN and Van der Linden, N an...	2015	1	1	2.0	0.020	0.406	100%
14	Stargardt, Tom and Schreyo	2014	1	1	2.0	0.020	0.406	100%
15	Dom\'\i	2015	1	1	2.0	0.020	0.406	100%
16	Lin, Winston	2013	1	1	2.0	0.020	0.406	100%
17	Aronow, PM and Robins, James M and Saarinen, Theo ...	2025	1	1	2.0	0.020	0.406	100%
18	Zellner, Arnold	1962	1	1	2.0	0.020	0.406	100%
19	White, Halbert	1980	1	1	2.0	0.020	0.406	100%
20	Gabrio, A and Baio, G and Manca, A	2019	1	1	2.0	0.020	0.406	100%
21	Briggs, Andrew and Nixon, Richard and Dixon, Simon...	2005	1	1	2.0	0.020	0.406	100%
22	Kleijn, BJK and van der Vaart, AW	2006	1	1	2.0	0.020	0.406	100%
23	Briggs, Andrew and Sculpher, Mark and Claxton, Kar...	2006	1	1	2.0	0.020	0.406	100%
24	Chipman, Hugh A and George, Edward I and McCulloch...	2010	1	1	2.0	0.020	0.406	100%
25	Tan, Yaoyuan Vincent and Roy, Jason	2019	1	1	2.0	0.020	0.406	100%
26	Greenberg, Edward	2012	1	1	2.0	0.020	0.406	100%
27	Hahn, P Richard and Murray, Jared S and Carvalho, ...	2020	1	1	2.0	0.020	0.406	100%
28	Willan, Andrew R and Briggs, Andrew H	2006	1	1	2.0	0.020	0.406	100%
29	Hadley Wickham	2016	1	1	2.0	0.020	0.406	100%
30	Wager, Stefan and Athey, Susan	2018	1	1	2.0	0.020	0.406	100%
31	Knaus, Michael C	2022	1	1	2.0	0.020	0.406	100%
32	Xu, Dandan and Daniels, Michael J and Winterstein,...	2016	1	1	2.0	0.020	0.406	100%
33	Rubin, Donald B	2018	1	1	2.0	0.020	0.406	100%
34	Harel, Ofer and Zhou, Xiao-Hua	2007	1	1	2.0	0.020	0.406	100%
35	Chen, Shuai and Hoch, Jeffrey S	2022	1	1	2.0	0.020	0.406	100%
36	Sparapani, Rodney A and Logan, Brent R and McCullo...	2016	1	1	2.0	0.020	0.406	100%

Reference

Year

Mentions

Breadth

Sec. Wtd

Composite

Main %

Vincent Dorie and Jennifer L Hill and Uri Shalit a...

2019

12.0

0.118

1.000

100%

Esser, Jonas and Maia, Mateus and Parnell, Andrew ... (self)

2024

8.0

0.078

0.928

100%

2000

6.0

0.059

0.843

100%

Baio, Gianluca

2018

6.0

0.059

0.737

100%

Hernán, M A and Robins, J M

2024

3.0

0.039

0.644

100%

Ben, \^A

2023

4.0

0.039

0.644

100%

M. F. Drummond and M. J. Sculpher and K. Claxton a...

2015

4.0

0.039

0.511

100%

Imbens, Guido W. and Rubin, Donald B.

2015

1.0

0.020

0.406

100%

Aronow, Peter M and Miller, Benjamin T

2019

1.0

0.020

0.406

100%

Kreif, Noe

2013

1.0

0.020

0.406

100%

Chen, Shuai and Bang, Heejung and Hoch, Jeffrey S

2024

1.0

0.020

0.406

100%

Herna

2016

2.0

0.020

0.406

100%

Hakkaart-van Roijen, LVLN and Van der Linden, N an...

2015

2.0

0.020

0.406

100%

Stargardt, Tom and Schreyo

2014

2.0

0.020

0.406

100%

Dom\'\i

2015

2.0

0.020

0.406

100%

Lin, Winston

2013

2.0

0.020

0.406

100%

Aronow, PM and Robins, James M and Saarinen, Theo ...

2025

2.0

0.020

0.406

100%

Zellner, Arnold

1962

2.0

0.020

0.406

100%

White, Halbert

1980

2.0

0.020

0.406

100%

Gabrio, A and Baio, G and Manca, A

2019

2.0

0.020

0.406

100%

Briggs, Andrew and Nixon, Richard and Dixon, Simon...

2005

2.0

0.020

0.406

100%

Kleijn, BJK and van der Vaart, AW

2006

2.0

0.020

0.406

100%

Briggs, Andrew and Sculpher, Mark and Claxton, Kar...

2006

2.0

0.020

0.406

100%

Chipman, Hugh A and George, Edward I and McCulloch...

2010

2.0

0.020

0.406

100%

Tan, Yaoyuan Vincent and Roy, Jason

2019

2.0

0.020

0.406

100%

Greenberg, Edward

2012

2.0

0.020

0.406

100%

Hahn, P Richard and Murray, Jared S and Carvalho, ...

2020

2.0

0.020

0.406

100%

Willan, Andrew R and Briggs, Andrew H

2006

2.0

0.020

0.406

100%

Hadley Wickham

2016

2.0

0.020

0.406

100%

Wager, Stefan and Athey, Susan

2018

2.0

0.020

0.406

100%

Knaus, Michael C

2022

2.0

0.020

0.406

100%

Xu, Dandan and Daniels, Michael J and Winterstein,...

2016

2.0

0.020

0.406

100%

Rubin, Donald B

2018

2.0

0.020

0.406

100%

Harel, Ofer and Zhou, Xiao-Hua

2007

2.0

0.020

0.406

100%

Chen, Shuai and Hoch, Jeffrey S

2022

2.0

0.020

0.406

100%

Sparapani, Rodney A and Logan, Brent R and McCullo...

2016

2.0

0.020

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.