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Research Output

  • 383 Citations
  • 21 Article
  • 1 Report
  • 1 Conference contribution
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Article
2020

Assessing performance of mined business process variants

van den Ingh, L. O., Eshuis, H. R. & Gelper, S. E. C., 2020, (Accepted/In press) In : Enterprise Information Systems.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Competitive advertising strategies for programmatic television

Guitart, I. A., Hervet, G. & Gelper, S., 1 Jul 2020, In : Journal of the Academy of Marketing Science. 48, 4, p. 753-775 23 p.

Research output: Contribution to journalArticleAcademicpeer-review

2019

Competition for attention in online social networks: Implications for seeding strategies

Gelper, S. E. C., van der Lans, R. & van Bruggen, G., Dec 2019, (Accepted/In press) In : Management Science.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
2018

Rational versus intuitive gatekeeping: Escalation of commitment in the front end of NPD

Eliëns, R., Eling, K., Gelper, S. & Langerak, F., Nov 2018, In : Journal of Product Innovation Management. 35, 6, p. 890-907 18 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
10 Citations (Scopus)
46 Downloads (Pure)

Talk bursts: The role of spikes in prerelease word-of-mouth dynamics

Gelper, S. E. C., Peres, R. & Eliashberg, J., Dec 2018, In : Journal of Marketing Research. 55, 6, p. 801-817 17 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
6 Citations (Scopus)
44 Downloads (Pure)
2016

Identifying demand effects in a large network of product categories

Gelper, S. E. C., Wilms, I. & Croux, C., 1 Mar 2016, In : Journal of Retailing. 92, 1, p. 25-39 15 p.

Research output: Contribution to journalArticleAcademicpeer-review

15 Citations (Scopus)
6 Downloads (Pure)

Robust groupwise least angle regression

Alfons, A., Croux, C. & Gelper, S. E. C., 2016, In : Computational Statistics and Data Analysis. 93, p. 421-435

Research output: Contribution to journalArticleAcademicpeer-review

7 Citations (Scopus)
2 Downloads (Pure)

The predictive power of the business and bank sentiment of firms: A high-dimensional Granger causality approach

Wilms, I., Gelper, S. E. C. & Croux, C., 2016, In : European Journal of Operational Research. 254, 1, p. 138–147

Research output: Contribution to journalArticleAcademicpeer-review

6 Citations (Scopus)
3 Downloads (Pure)
2014

Variable selection in international diffusion models

Gelper, S. E. C. & Stremersch, S., 2014, In : International Journal of Research in Marketing. 31, 4, p. 356-367 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
4 Citations (Scopus)
140 Downloads (Pure)
2013

Sparse least trimmed squares regression for analyzing high-dimensional large data sets

Alfons, A., Croux, C. & Gelper, S. E. C., 2013, In : The Annals of Applied Statistics. 7, 1, p. 226-248 23 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
69 Citations (Scopus)
38 Downloads (Pure)
2011

Robust control charts for time series data

Croux, C., Gelper, S. & Mahieu, K., Oct 2011, In : Expert Systems with Applications. 38, 11, p. 13810-13815 6 p.

Research output: Contribution to journalArticleAcademicpeer-review

10 Citations (Scopus)
1 Downloads (Pure)
2010

On the construction of the european sentiment indicator

Gelper, S. E. C. & Croux, C., 2010, In : Oxford Bulletin of Economics and Statistics. 72, 1, p. 47-62 16 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
28 Citations (Scopus)
48 Downloads (Pure)

Regression-based, regression-free and model-free approaches for robust online scale estimation

Schettlinger, K., Gelper, S. E. C., Gather, U. & Croux, C., 2010, In : Journal of Statistical Computation and Simulation. 80, 9, p. 1023-1040

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
1 Citation (Scopus)
64 Downloads (Pure)

Robust exponential smoothing of multivariate time series

Croux, C., Gelper, S. E. C. & Mahieu, K., 2010, In : Computational Statistics and Data Analysis. 54, 12, p. 2999-3006 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
18 Citations (Scopus)
239 Downloads (Pure)

Robust forecasting with exponential and holt-winters smoothing

Gelper, S. E. C., Fried, R. & Croux, C., 2010, In : Journal of Forecasting. 29, 3, p. 285-300 16 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
128 Citations (Scopus)
880 Downloads (Pure)
2009

Efficient and robust scale estimation for trended time series

Caliskan, D., Croux, C. & Gelper, S. E. C., 2009, In : Statistics and Probability Letters. 79, 18, p. 1900-1905 6 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
2 Citations (Scopus)
36 Downloads (Pure)

Robust online scale estimation in time series: A model-free approach

Gelper, S. E. C., Schettlinger, K., Croux, C. & Gather, U., 2009, In : Journal of Statistical Planning and Inference. 139, 2, p. 335-349 15 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
15 Citations (Scopus)
55 Downloads (Pure)
2008

Computational aspects of robust Holt-Winters smoothing based on M-estimation.

Gelper, S. E. C., Croux, C. & Fried, R., 2008, In : Applications of Mathematics. 53, 3, p. 163-176 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
5 Citations (Scopus)
33 Downloads (Pure)
2007

Consumer sentiment and consumer spending : decomposing the Granger causal relationship in the time domain

Gelper, S. E. C., Lemmens, A. & Croux, C., 2007, In : Journal of Applied Economics. 39, 1, p. 1-11 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
36 Citations (Scopus)
117 Downloads (Pure)

Multivariate out-of-sample tests for Granger causality

Gelper, S. E. C. & Croux, C., 2007, In : Computational Statistics and Data Analysis. 51, 7, p. 3319-3329 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
23 Citations (Scopus)
77 Downloads (Pure)