List of publications in statistics


This is a list of publications in statistics, organized by field.
Some reasons why a particular publication might be regarded as important:
  • Topic creator - A publication that created a new topic
  • Breakthrough - A publication that changed scientific knowledge significantly
  • Influence - A publication which has significantly influenced the world or has had a massive impact on the teaching of statistics.

Probability

;''Théorie analytique des probabilités''

Mathematical statistics

Mathematical Methods of Statistics
Statistical Decision Functions
'Testing Statistical Hypotheses'''''

Bayesian statistics

An Essay Towards Solving a Problem in the Doctrine of Chances
On Small Differences in Sensation
Truth and Probability
Bayesian Inference in Statistical Analysis
Theory of Probability
'Introduction to statistical decision theory'''''

Multivariate analysis

'An Introduction to Multivariate Analysis'''''

Time series

'Time Series Analysis Forecasting and Control'''''

Applied statistics

Statistical Methods for Research Workers
Statistical Methods
Principles and Procedures of Statistics with Special Reference to the Biological Sciences.
'Biometry: The Principles and Practices of Statistics in Biological Research '''''

Statistical learning theory

'On the uniform convergence of relative frequencies of events to their probabilities'''''

Variance component estimation


Estimation of variance and covariance components
Maximum-likelihood estimation for the mixed analysis of variance model
Recovery of inter-block information when block sizes are unequal
'Estimation of Variance and Covariance Components in Linear Models'''''

Survival analysis

Nonparametric estimation from incomplete observations
A generalized Wilcoxon test for comparing arbitrarily singly-censored samples
Evaluation of survival data and two new rank order statistics arising in its consideration
Regression Models and Life Tables
'The Statistical Analysis of Failure Time Data'''''

Meta analysis

Report on Certain Enteric Fever Inoculation Statistics
The Probability Integral Transformation for Testing Goodness of Fit and Combining Independent Tests of Significance
Combining Independent Tests of Significance
'The combination of estimates from different experiments'''''

Experimental design

On Small Differences in Sensation
The Design of Experiments
The Design and Analysis of Experiments
'On the Experimental Attainment of Optimum Conditions '''''