AtelieR-package


AtelieR is a GTK interface for a bunch of statistical workshops. Suited for teaching purposes. It currently contains the following modules:
- construction of the normal distribution (Central Limit Theorem)
- effect of a change of variable on the shape of gaussian distributions,
- distribution of a sample mean,
- effect of df correction on the expectation of the sample variance distribution
- distribution of a sample variance
- a probability calculator from various distributions,
- bayesian test on a proportion, credibility interval, and posterior probability of an hypothesis,
- bayesian test on a mean, credibility interval, and posterior probability of an hypothesis,
- bayesian test on a variance, credibility interval, and posterior probability of an hypothesis,
- bayesian test for comparing several proportions,
- bayesian test for the analysis of contingency tables,
- bayesian test for comparing several means.

A collection of statistical simulation and computation tools with a GTK GUI, to help teach statistical concepts and compute probabilities. Two domains are covered: I. Understanding (Central-Limit Theorem and the Normal Distribution, Distribution of a sample mean, Distribution of a sample variance, Probability calculator for common distributions), and II. Elementary Bayesian Statistics (bayesian inference on proportions, contingency tables, means and variances, with informative and noninformative priors).

AtelieR-package: A GTK GUI for a set of sampling and bayesian inference tools

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