BIGpedia.com - List of publications in statistics - Encyclopedia and Dictionary Online
encyclopedia search

List of publications in statistics


Contents

Probability

The Doctrine of Chances

Author: Abraham de Moivre
Publication data: 1738 (2nd ed.)
Online version: ?
Description: The book introduced the concept of normal distributions as approximations to binomial distributions. In effect, de Moivre proved a weak version of the central limit theorem. Sometimes his result is called the theorem of de Moivre-Laplace.
Importance: Topic creator, Breakthrough, Influence

Bayesian statistics

An Essay Toward Solving a Problem in the Doctrine of Chances

Author: Thomas Bayes
Publication data: 1764
Online version: [1] (PostScript file); [2] (PDF file)
Description: In this paper Bayes addresses the problem of using a sequence of identical "trials" to determine the per-trial probability of "success" — the so-called inverse probability problem. It later inspired the theorem that bears his name (Bayes' theorem). See also Pierre Simon de Laplace.
Importance: Topic creator, Breakthrough, Influence

Applied statistics

Analysis of variance

Extreme value theory

Regression analysis

Machine learning

Multivariate statistics

Statistical phenomena



The contents of this article are licensed from Wikipedia.org under the GNU Free Documentation License.
How to see transparent copy

01-04-2007 01:21:04