On reliability and robustness of scientometrics indicators based on stochastic models. An evidence-based opinion paper

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In the present paper we give an overview over the opportunities of probabilistic models in scientometrics. Four examples from different topics are used to shed light on some important aspects of reliability and robustness of indicators based on stochastic models. Limitations and future tasks are discussed as well.

论文关键词:Stochastic models,Scientometric indicators,Statistical reliability,Ranking,h-Index

论文评审过程:Received 10 December 2009, Revised 26 January 2010, Accepted 26 January 2010, Available online 20 February 2010.

论文官网地址:https://doi.org/10.1016/j.joi.2010.01.005