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This is a list of important publications in statistics, organized by field.
Some reasons why a particular publication might be regarded as important:
Mathematical Methods of Statistics
Statistical Decision Functions
Testing Statistical Hypotheses
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
An Introduction to Multivariate Analysis
Time Series Analysis Forecasting and Control
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
On the uniform convergence of relative frequencies of events to their probabilities
On the mathematical foundations of theoretical statistics
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
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
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
The Design of Experiments
The Design and Analysis of Experiments
On the Experimental Attainment of Optimum Conditions (with discussion)
Probability theory, Regression analysis, Mathematics, Observational study, Calculus
Metadata, Isbn, International Standard Book Number, Prolog, Unicode
Statistics, Nonparametric regression, Robust regression, Least squares, Ordinary least squares
Statistics, Canada, English language, French language, Peer review
Statistics, Probability interpretations, Bayesian inference, Bayesian probability, Hyperparameter
Computer science, Science, Medicine, Mathematics, List of systems of plant taxonomy
Isaac Newton, Mathematics, Number theory, Logic, Mathematical logic
Statistics, England, Gonville and Caius College, Cambridge, Lady tasting tea, Design of experiments
Parallel computing, Concurrent computing, Distributed computing, Topology, Edsger W. Dijkstra Prize in Distributed Computing
Statistics, Regression analysis, Survey methodology, Multivariate statistics, Survival analysis