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Article Dans Une Revue The American Statistician Année : 2009

Understanding Convergence Concepts: a Visual-Minded and Graphical Simulation-Based Approach

Résumé

This article describes the difficult concepts of convergence in probability, convergence almost surely, convergence in law, and convergence in rth mean using a visual-minded and graphical simulation-based approach. For this purpose, each probability of events is approximated by a frequency. An R package that reproduces all of the experiments cited in this article is available in CRAN. See the online Supplement for details.
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Dates et versions

hal-00851017 , version 1 (11-08-2013)

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Pierre Lafaye de Micheaux, Benoit Liquet. Understanding Convergence Concepts: a Visual-Minded and Graphical Simulation-Based Approach. The American Statistician, 2009, 63 (2), pp.173-178. ⟨10.1198/tas.2009.0032⟩. ⟨hal-00851017⟩
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