This is a pedagogical package, designed to help students understanding convergence of random variables. It provides a way to investigate interactively various modes of convergence (in probability, almost surely, in law and in mean) of a sequence of i.i.d. random variables. Visualisation of simulated sample paths is possible through interactive plots. The approach is illustrated by examples and exercises through the function 'investigate', as described in Lafaye de Micheaux and Liquet (2009) <http://dx.doi.org/10.1198/tas.2009.0032>. The user can study his/her own sequences of random variables.
|Author||P. Lafaye de Micheaux <firstname.lastname@example.org>, B. Liquet <Benoit.Liquet@isped.u-bordeaux2.fr>.|
|Date of publication||2017-04-15 05:14:06 UTC|
|Maintainer||P. Lafaye de Micheaux <email@example.com>|
|License||GPL (>= 2)|
check-convergence: Check convergence
criterion: Convergence criterion computation
generate: Generation of sample paths
investigate: Investigate examples and exercises from the paper
law-plot2d: Interactive 2D convergence in law
law-plot3d: Static 3D convergence in law
p-as-plot: Interactive plot for convergence in probability and almost...
visualize-crit: Visualisation of convergence criterion curves
visualize-sp: Visualisation of sample paths
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