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Statistical Theory

Intro Page
Data Analysis-Data Mining
Mathematical Statistics
Statistical Theory
Stochastic Processes and Probability Theory
Linear Regression Analysis and Analysis of Variance
GLM's and Applied Statistical Methodology
Multivariate Statistics
Bayesian Statistics
Non-Parametric Statistics
Computational Statistics, Simulation
Time Series Analysis
Statistical Qualit y Control
Robust Statistics
Longitudinal Data Analysis
Medical Statistics
Statistics of the Environment/ Ecology
Social Statistics
Statistical PACKAGES
Statistical Applets and Calculators

Statistical Inference, Estimation Theory & Hypothesis Testing


A Course in Statistical Theory by D.Olive -Lecture notes -467 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-

Calculus Applied to Probability and Statistics by Stefan Waner and Steven R. Costenoble (on-line notes)

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

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


A Compendium of Common Probability Distributions by Michael P. McLaughlin -120 pages-

On-line notes on Distributions

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-

Custom Search

List of Statistical Topics

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