Statistical Methodology
This page links to tutorials or resource pages on specific statistical topics or methods.
General Guides
- GASP. The Globally Accessible
Statistical Procedures initiative is designed to make statistical routines easily
available via the WWW. It links to online interactive demonstrations of data analysis and
research methods. Open to anyone who want to demonstrate their own methodology. Currently
links to 17 modules. University of South Carolina.
- Second Moment. Provides online articles related to statistical
analysis as well as an annotated collection of links to online resources.
Applied Analytics, San Diego.
Specific Topics
- Bartlett Corrections. Francisco
Cribari-Neto, Federal University of Pernambuco.
-
Central Limit Theorem. A tutorial by Charles Annis.
- St@tServ Data Mining page.
- Design of Experiments. Process
Builders.
- Econometrics
- EconWPA: Econometrics. Offers a free
distribution service for working papers in econometrics. Department of Economics,
Washington University.
- Entropy. Online
Engineering Degree.
- Epidemiology. WWW
Virtual Library. University of California, San Fransisco.
- Generalized Linear Models. Gordon Smyth, Walter and Eliza Hall Institute of Medical Research.
- Matrix Exponentials. Understanding Expokit. Roger
Sidje, University of Queensland.
- Microarray Data Analysis. Microarrays
are a high-throughput technology for measuring gene expression. Gordon
Smyth, Walter and Eliza Hall Institute of Medical Research.
- Monte Carlo
- Mixture Modelling.
David Dowe, Monash University.
- Multiple Imputation.
- Neural Networks
- Nonparametric
Statistical Methods. Tony Rossini, University of Washington.
- Operations Research. Michael Trick,
Carnegie-Mellon University.
- Prony Estimation. A method for fitting
periodic and transient exponential signals to data. Gordon Smyth, Walter and Eliza Hall Institute of Medical Research.
- Pattern Recognition
- Projection Pursuit.
Guy Nason, University of Bristol.
- Power calculations.
Summary of available software. Biostatistics, University of California at San
Fransisco.
- Quality Control
Courses. A directory of quality courses in Australia with statistical content. CSIRO
Division of Mathematical and Information Sciences.
- Operations Research. Michael Trick,
Carnegie-Mellon University.
- Quantitative Genetics
- Rater
Agreement Data. Statistical Methods for Agreement Data by John Uebersax.
- Response Surface Methods. Edwin
Dean, NASA.
- Significance Testing. Commentaries on
significance testing compiled by David Parkhurst, Indiana University.
- Simultaneous Equations Models
- Skew-Normal Distribution.
Adelchi Azzalini, University of Padua.
- Smoothing Spline Pages.
Daniel Fink, Montana State University.
- Spatial Statistics
- Stable Distributions.
John Nolan, American University.
- Statistical Phasing.
The phase problem in X-ray crystallography. Kevin Cowtan, University of York.
- Structural Equation Modelling.
Joel West, University of California, Irvine.
- Survey Design.
- Taguchi Methods. Edwin Dean, NASA.
- Time Series
- Wavelets
- Wavelet.org. Homepage for the
Wavelet Digest, a monthly newsletter. Lucent Technologies.
Mathematics Topics
Numerical Analysis Topics
Overall Guides
Specific Topics
- Least squares
- Optimization
- Global and Local Optimization.
Arnold Neumaier, University of Vienna.
- Mathematical Optimization.
Homepage for the Department of Mathematical Optimization at the Technische Universität
Braunschweig. Includes the Opt-Net homepage.
- Newton-Raphson fractal patterns.
Examples of fractal images produced by the Newton-Raphson iteration for different
objective functions (real-valued polynomials). Bryan Krofchok, Georgia State University.