Citation Analysis

A Note on the Finite Sample Bias in Time Series Cross-Validation
Amaze Lusompa
https://arxiv.org/abs/2512.05900

Citation mentions

Cited references

Sections

1,276

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	Jean Opsomer and Yuedong Wang and Yuhong Yang	2001	5	3	10.0	0.104	1.000	100%
2	P. Burman and D. Nolan	1992	7	3	14.0	0.146	1.000	100%
3	Christoph Bergmeir and Rob J. Hyndman and Bonsoo K...	2018	8	3	16.0	0.167	1.000	100%
4	N. S. Altman	1990	3	2	6.0	0.062	0.737	100%
5	Jeffrey D. Hart	1991	3	2	6.0	0.062	0.737	100%
6	Prabir Burman and Edmond Chow and Deborah Nolan	1994	2	2	4.0	0.042	0.644	100%
7	Sylvain Arlot and Alain Celisse	2010	2	2	4.0	0.042	0.644	100%
8	Jeff Racine	2000	1	1	2.0	0.021	0.406	100%
9	Andrew Gelman and Jessica Hwang and Aki Vehtari	2014	1	1	2.0	0.021	0.406	100%
10	Philippe Goulet Coulombe and Maxime Leroux and Dal...	2022	1	1	2.0	0.021	0.406	100%
11	Fotios Petropoulos and Daniele Apiletti and Vassil...	2022	1	1	2.0	0.021	0.406	100%
12	Amaze Lusompa (self)	2025	1	1	2.0	0.021	0.406	100%
13	Halbert White	1982	1	1	2.0	0.021	0.406	100%
14	Halbert White	1994	1	1	2.0	0.021	0.406	100%
15	M. G. Kendall	1954	1	1	2.0	0.021	0.406	100%
16	F. H. C. Marriott and J. A. Pope	1954	1	1	2.0	0.021	0.406	100%
17	Paul Shaman and Robert A. Stine	1988	1	1	2.0	0.021	0.406	100%
18	Stanislav Anatolyev	2005	1	1	2.0	0.021	0.406	100%
19	Yong Bao and Aman Ullah	2007	1	1	2.0	0.021	0.406	100%
20	M. B. Priestley	1981	1	1	2.0	0.021	0.406	100%
21	Peter J. Brockwell and Richard A. Davis	1991	1	1	2.0	0.021	0.406	100%
22	James Stock and Mark Watson	2007	1	1	2.0	0.021	0.406	100%
23	C.-K. Chu and J. S. Marron	1991	1	1	2.0	0.021	0.406	100%
24			2	1	2.0	0.042	0.110	0%

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.