Citation Analysis – \textbfFast Estimation of Bayesian State Space Models Using Amortized Simulation-Based Inference

\textbfFast Estimation of Bayesian State Space Models Using Amortized Simulation-Based Inference
Ramis Khabibullin, Sergei Seleznev
https://arxiv.org/abs/2210.07154

109

Citation mentions

Cited references

Sections

4,581

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	Lueckmann, J.-M., Boelts, J., Greenberg, D., Gonca...	2021	5	4	9.0	0.046	1.000	100%
2	Kim, S., Shephard, N., and Chib, S	1998	5	3	6.0	0.046	0.843	60%
3	Lueckmann, J.-M., Goncalves, P. J., Bassetto, G., ...	2017	4	4	5.0	0.037	0.843	75%
4	Papamakarios, G. and Murray, I	2016	3	2	4.5	0.028	0.737	100%
5	Diebold, F. X., Schorfheide, F., and Shin, M	2017	4	3	5.0	0.037	0.737	50%
6	Deli Gatti, D. and Grazzini, J	2020	2	2	1.5	0.018	0.644	100%
7	Cranmer, K., Brehmer, J., and Louppe, G	2020	2	2	1.5	0.018	0.644	100%
8	Tan, L. S., Bhaskaran, A., and Nott, D. J	2020	3	1	6.0	0.028	0.585	100%
9	Justiniano, A. and Primiceri, G. E	2008	2	2	1.5	0.018	0.511	50%
10	Anderson, G. and Moore, G	1985	2	2	2.5	0.018	0.511	50%
11	Durkan, C., Murray, I., and Papamakarios, G	2020	2	1	1.0	0.018	0.511	100%
12	Brehmer, J., Louppe, G., Pavez, J., and Cranmer, K	2020	2	1	1.0	0.018	0.511	100%
13	Hodrick, R. J. and Prescott, E. C	1997	1	1	1.0	0.009	0.406	100%
14	Laubach, T. and Williams, J. C	2003	1	1	1.0	0.009	0.406	100%
15	Carriero, A., Clark, T. E., and Marcellino, M	2019	1	1	1.0	0.009	0.406	100%
16	Hamilton, J. D	1989	1	1	1.0	0.009	0.406	100%
17	Primiceri, G. E	2005	1	1	1.0	0.009	0.406	100%
18	Koop, G. and Korobilis, D	2012	1	1	1.0	0.009	0.406	100%
19	Chiu, C. W., Eraker, B., Foerster, A. T., Kim, T. ...	2012	1	1	1.0	0.009	0.406	100%
20	Schorfheide, F. and Song, D	2015	1	1	1.0	0.009	0.406	100%
21	Schorfheide, F. and Song, D	2021	1	1	1.0	0.009	0.406	100%
22	Otrok, C. and Whiteman, C. H	1998	1	1	1.0	0.009	0.406	100%
23	Stock, J. H. and Watson, M	2011	1	1	1.0	0.009	0.406	100%
24	Smets, F. and Wouters, R	2003	1	1	1.0	0.009	0.406	100%
25	Smets, F. and Wouters, R	2007	1	1	1.0	0.009	0.406	100%
26	Fernández-Villaverde, J., Rubio-Ramírez, J., and S...	2016	1	1	1.0	0.009	0.406	100%
27	Lux, T	2018	1	1	1.0	0.009	0.406	100%
28	Casella, G. and George, E. I	1992	1	1	1.0	0.009	0.406	100%
29	Chib, S. and Greenberg, E	1995	1	1	1.0	0.009	0.406	100%
30	Neal, R. M	1996	1	1	1.0	0.009	0.406	100%
31	Del Moral, P., Doucet, A., and Jasra, A	2006	1	1	1.0	0.009	0.406	100%
32	Andrieu, C., Doucet, A., and Holenstein, R	2010	1	1	1.0	0.009	0.406	100%
33	Chopin, N., Jacob, P. E., and Papaspiliopoulos, O	2013	1	1	1.0	0.009	0.406	100%
34	Beal, M. J	2003	1	1	1.0	0.009	0.406	100%
35	Gunawan, D., Kohn, R., and Nott, D	2021	1	1	1.0	0.009	0.406	100%
36	Wainwright, M. and Jordan, M	2008	1	1	1.0	0.009	0.406	100%
37	Hoffman, M. D., Blei, D. M., Wang, C., and Paisley...	2013	1	1	1.0	0.009	0.406	100%
38	Orphanides, A. and Van Norden, S	2002	1	1	1.0	0.009	0.406	100%
39	Beaumont, M. A., Zhang, W., and Balding, D. J	2002	1	1	2.0	0.009	0.406	100%
40	Blum, M. G. and Fran\ccois, O	2010	1	1	2.0	0.009	0.406	100%
41	Rezende, D. and Mohamed, S	2015	1	1	2.0	0.009	0.406	100%
42	Van der Vaart, A. W	2000	1	1	2.0	0.009	0.406	100%
43	Linde, J., Smets, F., and Wouters, R	2016	1	1	2.0	0.009	0.406	100%
44	Walsh, C	2010	1	1	2.0	0.009	0.406	100%
45	Blanchard, O. J. and Kahn, C. M	1980	1	1	2.0	0.009	0.406	100%
46	Klein, P	2000	1	1	2.0	0.009	0.406	100%
47	Sims, C. A	2002	1	1	2.0	0.009	0.406	100%
48	US Census Bureau	2017	1	1	2.0	0.009	0.406	100%
49	Paszke, A., Gross, S., Massa, F., Lerer, A., Bradb...	2019	1	1	2.0	0.009	0.406	100%
50	Sisson, S. A., Fan, Y., and Beaumont, M	2018	1	1	0.5	0.009	0.406	100%
51	Greenberg, D., Nonnenmacher, M., and Macke, J	2019	1	1	0.5	0.009	0.406	100%
52	Wood, S. N	2010	1	1	0.5	0.009	0.406	100%
53	Lueckmann, J.-M., Bassetto, G., Karaletsos, T., an...	2018	1	1	0.5	0.009	0.406	100%
54	Papamakarios, G., Sterratt, D., and Murray, I	2019	1	1	0.5	0.009	0.406	100%
55	Hermans, J., Begy, V., and Louppe, G	2020	1	1	0.5	0.009	0.406	100%
56	Le, T. A., Baydin, A. G., and Wood, F	2017	1	1	0.5	0.009	0.406	100%
57	Baydin, A., Shao, L., Bhimji, W., Heinrich, L., Me...	2019	1	1	0.5	0.009	0.406	100%
58	Munk, A., Zwartsenberg, B., Scibior, A., Baydin, A...	2022	1	1	0.5	0.009	0.406	100%
59	McFadden, D	1989	1	1	0.5	0.009	0.406	100%
60	Duffie, D. and Singleton, K. J	1993	1	1	0.5	0.009	0.406	100%
61	Gallant, A. R. and Tauchen, G	1996	1	1	0.5	0.009	0.406	100%
62	Carrasco, M. and Florens, J.-P	2002	1	1	0.5	0.009	0.406	100%
63	Nickl, R. and Potscher, B. M	2010	1	1	0.5	0.009	0.406	100%
64	Kaji, T., Manresa, E., and Pouliot, G	2020	1	1	0.5	0.009	0.406	100%
65	Gallant, A. R. and McCulloch, R. E	2009	1	1	0.5	0.009	0.406	100%
66	Gallant, A. R., Giacomini, R., and Ragusa, G	2013	1	1	0.5	0.009	0.406	100%
67	Fen, C	2022	1	1	0.5	0.009	0.406	100%
68	Finn, C. and Levine, S	2019	1	1	0.5	0.009	0.406	100%
69	Vinyals, O., Blundell, C., Lillicrap, T., Wierstra...	2016	1	1	0.5	0.009	0.406	100%
70	Kingma, D. P. and Welling, M	2019	1	1	0.5	0.009	0.406	100%
71	Kingma, D. P. and Welling, M	2014	1	1	0.5	0.009	0.406	100%
72	Dai, Z., Damianou, A., Gonzalez, J., and Lawrence,...	2016	1	1	0.5	0.009	0.406	100%
73	Srivastava, N., Hinton, G., Krizhevsky, A., Sutske...	2014	1	1	0.5	0.009	0.406	100%
74	Kingma, D. P., Salimans, T., and Welling, M	2015	1	1	0.5	0.009	0.406	100%
75	Gal, Y. and Ghahramani, Z	2016	1	1	0.5	0.009	0.406	100%
76	Tran, D., Ranganath, R., and Blei, D	2017	1	1	0.5	0.009	0.406	100%
77	Blei, D. M., Kucukelbir, A., and McAuliffe, J. D	2017	1	1	0.5	0.009	0.406	100%
78	Kushner, H. and Yin, G. G	2003	1	1	2.0	0.009	0.406	100%
79	Mandt, S., Hoffman, M. D., and Blei, D. M	2017	1	1	2.0	0.009	0.406	100%
80	Brown, T., Mann, B., Ryder, N., Subbiah, M., Kapla...	2020	1	1	2.0	0.009	0.406	100%
81	Harrison, J., Sharma, A., and Pavone, M	2020	1	1	2.0	0.009	0.406	100%
82	Kingma, D. P. and Ba, J	2014	1	1	0.5	0.009	0.087	0%
83	Roberts, G. O. and Rosenthal, J. S	2009	1	1	0.5	0.009	0.087	0%
84	Durbin, J. and Koopman, S. J	2002	1	1	0.5	0.009	0.087	0%
85	Tan, L. S. and Nott, D. J	2018	1	1	0.5	0.009	0.087	0%

Reference

Year

Mentions

Breadth

Sec. Wtd

Composite

Main %

Lueckmann, J.-M., Boelts, J., Greenberg, D., Gonca...

2021

9.0

0.046

1.000

100%

Kim, S., Shephard, N., and Chib, S

1998

6.0

0.046

0.843

60%

Lueckmann, J.-M., Goncalves, P. J., Bassetto, G., ...

2017

5.0

0.037

0.843

75%

Papamakarios, G. and Murray, I

2016

4.5

0.028

0.737

100%

Diebold, F. X., Schorfheide, F., and Shin, M

2017

5.0

0.037

0.737

50%

Deli Gatti, D. and Grazzini, J

2020

1.5

0.018

0.644

100%

Cranmer, K., Brehmer, J., and Louppe, G

2020

1.5

0.018

0.644

100%

Tan, L. S., Bhaskaran, A., and Nott, D. J

2020

6.0

0.028

0.585

100%

Justiniano, A. and Primiceri, G. E

2008

1.5

0.018

0.511

50%

Anderson, G. and Moore, G

1985

2.5

0.018

0.511

50%

Durkan, C., Murray, I., and Papamakarios, G

2020

1.0

0.018

0.511

100%

Brehmer, J., Louppe, G., Pavez, J., and Cranmer, K

2020

1.0

0.018

0.511

100%

Hodrick, R. J. and Prescott, E. C

1997

1.0

0.009

0.406

100%

Laubach, T. and Williams, J. C

2003

1.0

0.009

0.406

100%

Carriero, A., Clark, T. E., and Marcellino, M

2019

1.0

0.009

0.406

100%

Hamilton, J. D

1989

1.0

0.009

0.406

100%

Primiceri, G. E

2005

1.0

0.009

0.406

100%

Koop, G. and Korobilis, D

2012

1.0

0.009

0.406

100%

Chiu, C. W., Eraker, B., Foerster, A. T., Kim, T. ...

2012

1.0

0.009

0.406

100%

Schorfheide, F. and Song, D

2015

1.0

0.009

0.406

100%

Schorfheide, F. and Song, D

2021

1.0

0.009

0.406

100%

Otrok, C. and Whiteman, C. H

1998

1.0

0.009

0.406

100%

Stock, J. H. and Watson, M

2011

1.0

0.009

0.406

100%

Smets, F. and Wouters, R

2003

1.0

0.009

0.406

100%

Smets, F. and Wouters, R

2007

1.0

0.009

0.406

100%

Fernández-Villaverde, J., Rubio-Ramírez, J., and S...

2016

1.0

0.009

0.406

100%

Lux, T

2018

1.0

0.009

0.406

100%

Casella, G. and George, E. I

1992

1.0

0.009

0.406

100%

Chib, S. and Greenberg, E

1995

1.0

0.009

0.406

100%

Neal, R. M

1996

1.0

0.009

0.406

100%

Del Moral, P., Doucet, A., and Jasra, A

2006

1.0

0.009

0.406

100%

Andrieu, C., Doucet, A., and Holenstein, R

2010

1.0

0.009

0.406

100%

Chopin, N., Jacob, P. E., and Papaspiliopoulos, O

2013

1.0

0.009

0.406

100%

Beal, M. J

2003

1.0

0.009

0.406

100%

Gunawan, D., Kohn, R., and Nott, D

2021

1.0

0.009

0.406

100%

Wainwright, M. and Jordan, M

2008

1.0

0.009

0.406

100%

Hoffman, M. D., Blei, D. M., Wang, C., and Paisley...

2013

1.0

0.009

0.406

100%

Orphanides, A. and Van Norden, S

2002

1.0

0.009

0.406

100%

Beaumont, M. A., Zhang, W., and Balding, D. J

2002

2.0

0.009

0.406

100%

Blum, M. G. and Fran\ccois, O

2010

2.0

0.009

0.406

100%

Rezende, D. and Mohamed, S

2015

2.0

0.009

0.406

100%

Van der Vaart, A. W

2000

2.0

0.009

0.406

100%

Linde, J., Smets, F., and Wouters, R

2016

2.0

0.009

0.406

100%

Walsh, C

2010

2.0

0.009

0.406

100%

Blanchard, O. J. and Kahn, C. M

1980

2.0

0.009

0.406

100%

Klein, P

2000

2.0

0.009

0.406

100%

Sims, C. A

2002

2.0

0.009

0.406

100%

US Census Bureau

2017

2.0

0.009

0.406

100%

Paszke, A., Gross, S., Massa, F., Lerer, A., Bradb...

2019

2.0

0.009

0.406

100%

Sisson, S. A., Fan, Y., and Beaumont, M

2018

0.5

0.009

0.406

100%

Greenberg, D., Nonnenmacher, M., and Macke, J

2019

0.5

0.009

0.406

100%

Wood, S. N

2010

0.5

0.009

0.406

100%

Lueckmann, J.-M., Bassetto, G., Karaletsos, T., an...

2018

0.5

0.009

0.406

100%

Papamakarios, G., Sterratt, D., and Murray, I

2019

0.5

0.009

0.406

100%

Hermans, J., Begy, V., and Louppe, G

2020

0.5

0.009

0.406

100%

Le, T. A., Baydin, A. G., and Wood, F

2017

0.5

0.009

0.406

100%

Baydin, A., Shao, L., Bhimji, W., Heinrich, L., Me...

2019

0.5

0.009

0.406

100%

Munk, A., Zwartsenberg, B., Scibior, A., Baydin, A...

2022

0.5

0.009

0.406

100%

McFadden, D

1989

0.5

0.009

0.406

100%

Duffie, D. and Singleton, K. J

1993

0.5

0.009

0.406

100%

Gallant, A. R. and Tauchen, G

1996

0.5

0.009

0.406

100%

Carrasco, M. and Florens, J.-P

2002

0.5

0.009

0.406

100%

Nickl, R. and Potscher, B. M

2010

0.5

0.009

0.406

100%

Kaji, T., Manresa, E., and Pouliot, G

2020

0.5

0.009

0.406

100%

Gallant, A. R. and McCulloch, R. E

2009

0.5

0.009

0.406

100%

Gallant, A. R., Giacomini, R., and Ragusa, G

2013

0.5

0.009

0.406

100%

Fen, C

2022

0.5

0.009

0.406

100%

Finn, C. and Levine, S

2019

0.5

0.009

0.406

100%

Vinyals, O., Blundell, C., Lillicrap, T., Wierstra...

2016

0.5

0.009

0.406

100%

Kingma, D. P. and Welling, M

2019

0.5

0.009

0.406

100%

Kingma, D. P. and Welling, M

2014

0.5

0.009

0.406

100%

Dai, Z., Damianou, A., Gonzalez, J., and Lawrence,...

2016

0.5

0.009

0.406

100%

Srivastava, N., Hinton, G., Krizhevsky, A., Sutske...

2014

0.5

0.009

0.406

100%

Kingma, D. P., Salimans, T., and Welling, M

2015

0.5

0.009

0.406

100%

Gal, Y. and Ghahramani, Z

2016

0.5

0.009

0.406

100%

Tran, D., Ranganath, R., and Blei, D

2017

0.5

0.009

0.406

100%

Blei, D. M., Kucukelbir, A., and McAuliffe, J. D

2017

0.5

0.009

0.406

100%

Kushner, H. and Yin, G. G

2003

2.0

0.009

0.406

100%

Mandt, S., Hoffman, M. D., and Blei, D. M

2017

2.0

0.009

0.406

100%

Brown, T., Mann, B., Ryder, N., Subbiah, M., Kapla...

2020

2.0

0.009

0.406

100%

Harrison, J., Sharma, A., and Pavone, M

2020

2.0

0.009

0.406

100%

Kingma, D. P. and Ba, J

2014

0.5

0.009

0.087

Roberts, G. O. and Rosenthal, J. S

2009

0.5

0.009

0.087

Durbin, J. and Koopman, S. J

2002

0.5

0.009

0.087

Tan, L. S. and Nott, D. J

2018

0.5

0.009

0.087

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.