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List of publications in statistics



         


This is a list of important publications in statistics, organized by field.

Some reasons why a particular publication might be regarded as important:


[Top]

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, Impact
[Top]

Bayesian statistics

An Essay Toward Solving a Problem in the Doctrine of Chances

Author: Thomas Bayes
Publication data: 1764
Online version: (PostScript file); (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, Impact
[Top]

Applied statistics

[Top]

Analysis of variance

[Top]

Extreme value theory

[Top]

Regression analysis

[Top]

Machine learning

[Top]

Multivariate statistics

[Top]

Statistical phenomena







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