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Patterns in journal citation data revealed by exploratory multivariate analysis

Author

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  • Cornelia Enachescu

    (Institut for Mathematical Statistics and Applied Mathematics Casa Academiei)

  • Tiberiu Postelnicu

    (Institut for Mathematical Statistics and Applied Mathematics Casa Academiei)

Abstract

The paper discusses techniques to emphasize patterns in citation data and to study their dynamics. In this context, the STATIS and the STATIS dual methods are presented. The methods are a generalization of the principal component analysis from a dynamical point of view. STATIS and its dual are applied in order to illustrate the dynamic of "citing-cited patterns" by using citation data of sixteen major journals from the statistics field.

Suggested Citation

  • Cornelia Enachescu & Tiberiu Postelnicu, 2003. "Patterns in journal citation data revealed by exploratory multivariate analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 56(1), pages 43-59, January.
    • Handle: RePEc:spr:scient:v:56:y:2003:i:1:d:10.1023_a:1021946506987
    DOI: 10.1023/A:1021946506987
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    Citations

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    Cited by:

    1. Bono, Filippa & Giacomarra, Marcella, 2016. "The photovoltaic growth in the European Union requires stronger RES support," Journal of Policy Modeling, Elsevier, vol. 38(2), pages 324-339.
    2. Feng Zhou & Huai-Cheng Guo & Yuh-Shan Ho & Chao-Zhong Wu, 2007. "Scientometric analysis of geostatistics using multivariate methods," Scientometrics, Springer;Akadémiai Kiadó, vol. 73(3), pages 265-279, December.
    3. Qiang Yao & Peng-Hui Lyu & Lian-Ping Yang & Lan Yao & Zhi-Yong Liu, 2014. "Current performance and future trends in health care sciences and services research," Scientometrics, Springer;Akadémiai Kiadó, vol. 101(1), pages 751-779, October.
    4. Peng Hui Lv & Gui-Fang Wang & Yong Wan & Jia Liu & Qing Liu & Fei-cheng Ma, 2011. "Bibliometric trend analysis on global graphene research," Scientometrics, Springer;Akadémiai Kiadó, vol. 88(2), pages 399-419, August.
    5. Fei-Cheng Ma & Peng-Hui Lyu & Qiang Yao & Lan Yao & Shi-Jing Zhang, 2014. "Publication trends and knowledge maps of global translational medicine research," Scientometrics, Springer;Akadémiai Kiadó, vol. 98(1), pages 221-246, January.
    6. Carmen C. Rodríguez-Martínez & Mitzi Cubilla-Montilla & Purificación Vicente-Galindo & Purificación Galindo-Villardón, 2021. "Sparse STATIS-Dual via Elastic Net," Mathematics, MDPI, vol. 9(17), pages 1-15, August.

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