stAtliNk
Statistical Theory
Statistical Inference, Estimation Theory & Hypothesis Testing
A Course in Statistical Theory by D.Olive -Lecture notes -388 pages-
Lecture notes on Statistics and R by Nick Fieller -157 pages-
Lecture notes on Fundamentals of Statistics by Gareth Roberts -168 pages-
Lecture notes on Theory of Statistics by Joseph C. Watkins -153 pages-
Greek Links in Statistical Theory
Very General Summaries
Lecture notes on Statistics for Applications by Dmitry Panchenko -139 pages-
Introduction to Applied Statistics: (on-line) lecture notes by James Jones
Concepts of Statistics: (on-line) lecture notes by James Jones
Introductory on-line notes on Statistics by Robert Niles
Statistical Inference
Lecture notes on Introduction to Probability and Statistics for Computer Science by Hal Stern -58 pages-
Lecture notes on Tests of Hypotheses and Confidence Intervals by Kenneth J. Koehler -21 slides-
Fundamentals on Estimation Theory by M.Fernandez -9 pages-
Sampling Techniques
Sampling Techniques by William C. Cochran - 442 pages -
Survey Methods & Sampling Techniques by Survey Methods & Sampling Techniques Geert Molenberghs - 882 slides -
Lecture notes on Sampling by Pamela Oliver -35 slides-
Elementary Sampling Theory -29 pages-
Lecture notes on Cluster Sampling by Kristofer Jennings -15 pages-
Lecture notes on Stratified Sampling by Mark E. Irwin -16 slides-
Lecture notes on Statistical Sampling by Dimitris Fouskakis -46 slides-
Bayesian Statistics page
Distributions
Handbook of Statistical Distributions with Applications by K. Krishnamoorthy - 346 pages -
Handbook on probability distributions by the R-forge distributions Core Team - 167 pages -
Hand-book on STATISTICAL DISTRIBUTIONS for experimentalists by Christian Walck - 202 pages -
Short Definitons of Distributions for C++ by Agner Fog -5 pages-
Summary of some Useful Facts about Multivariate Normal Distributions by Stephen B. Vardeman -1 page-
Lecture notes on The Normal Distribution by Michael Zazanis -16 pages in greek-
Figures of useful distributions by E. Tsionas -7 pages in Greek-
Statistical Tables
A large collection of Statistical Tables by the University of York
Statistical tables by the University of Glasgow -40 pages-
Statistical tables for economists by the University of Warwick -35 pages-
List of Statistical Topics