This page contains sections on
Our Work in Statistics
Philosophy of Probability
Guides
Software Libraries
Lists of Links
Data Fitting Software
Classification Software
Mixture Modelling
Density Estimation Software
Time Series Analysis
Longitudinal data
Experimental Designs
Statistics Data
Bibliographies
Some Conferences
Important Sites
Quantum Probability
Some People in Statistics
Some Statistics Departments
Some Applications
Some of my Other Pages
REML, Restricted Maximum Likelihood Estimation in Fortran 90
ARFit, Multivariate Autoregressive Time Series Analysis,
A collection of Matlab files
A greedy ball algorithm for classification
Solving ill-conditioned and singular linear systems: A tutorial on regularization
Restricted maximum likelihood estimation of covariances in sparse linear models
Screening by conference designs
Image reconstruction through regularization by envelope guided conjugate gradients
Probability and Chance: Their Nature and Meaning ``... we define "chance" as the absence of predictive power and/or explanation and/or control.''
The Imprecise Probabilities Project
Probability Theory: The Logic of Science (by E.T. Jaynes)
NIST/SEMATECH Engineering Statistics Internet Handbook
An online handbook with lots of information on concepts and
methods of applied statistics
A Practical Guide to the Use of Selected Multivariate Statistics (by Mike Wulder)
Machine Learning, Neural and Statistical Classification (online copy of the book by Michie, Spiegelhalter and Taylor) and associated StatLog datasets
Pattern Recognition for the Human Computer Interface Design (by Richard O. Duda)
STATLINK
many links leading to lecture notes, java applets making
statistics easier to understand, glossaries, statistics dictionaries
and many more
For not specifically statistical software see my software pages
StatCodes, On-line statistical software for astronomy and related fields
StatLib (Carnegie-Mellon University)
STARPAC Standards Time Series and Regression Package (free, general purpose statistical library)
NCAR's Mathematical and Statistical Libraries
Stat/Math Statistical Resources (of the Indiana Univeristy Center for Statistical and Mathematical Computing)
Data Analysis and Visualization Tools
Statistical Sites by Application
Guide to Statistical Computing Resources on the Internet
S*i*ftware: Tools for Data Mining and Knowledge Discovery
XploRe free statistics software package
Statistics on the Web (by Clay Helmberg)
Statistical Software (links by Rainer Würländer)
A Guide to Statistical Computing Resources on the Internet (by Ken Varnum and John Weise)
On-Line Software for Clustering and Multivariate Analysis
Public Domain Software for Graphics and Data Analysis
see also my list of links to Visualization Software
GAMS - Statistics and Probability
Some Statistics Resources on the Web (by Greg Simmons)
A Guide to the Web for Statisticians
Data Analysis and Visualization Tools
Business Statistics on the Web
Morphometrics (Statistics of Shape)
For parameter estimation in hierarchical models, see
Restricted Maximum Likelihood (REML) Methods
For more data fitting software see
netlib/a/index
Fast Fitting and Evaluation of Radial Basis Functions
Scattered Data Interpolation and Approximation using Radial Base Functions, multivariate (in Matlab)
DACE, A Matlab Kriging Toolbox
A matlab toolkit for interpolating scattered data (kriging, natural neighbor, radial basis functions, etc.)
SUrrogate MOdeling (SUMO) Toolbox (in Matlab)
Spatial Statistics Toolbox for Matlab
Radial Basis Function Networks (including subset selection)
DACE, Matlab Kriging Toolbox
TSFIT, C library for large-scale scattered data fitting
LOCFIT: A program for local fitting
LibLip, interpolation of multivariate scattered data by piecewise linear functions (in C++)
ODRPACK (orthogonal distance regression)
tension spline curve-fitting package in Fortran77 (252K, by R. J. Renka)
Constrained two-dimensional Delauney triangulations in Fortran77 (189K, by R. J. Renka)
Scattered data fitting
in Fortran77 (210K, by R. J. Renka)
uses constrained surface under tension
Sdm.net, splines for Data Mining (by Alexander Rozhenko)
TOMS/677
in Fortran77 (by Montefusco and Casciola)
interpolation of rapidly varying function values given at points
irregularly distributed in the plane
linear regression under a least absolute value criterion in Fortran77 (by Armstrong, Beck and Kung)
Shape preserving piecewise quadratic interpolation in Fortran77 (by Mcallister and Roulier)
Solving linear equations in the L1 sense
in Fortran77 (by Bartels and Conn)
with or without linear constraints
Parameter Estimation Software (by Klaus Schittkowski)
Spherekit: The Spatial Interpolation Toolkit (interpolation on the sphere)
AI-GEOSTATS, Spatial data analysis and Geoinformatic
A very useful source for 2D interpolation and approximation
Natural Neighbor Interpolation
Tables of Points on Spheres (by Neil Sloane)
Software based on thin-plate splines
Edgewarp, Thin-plane splines with edgels (by Bill Green and Fred L. Bookstein)
Subset regression programs (by Alan Miller)
Smoothing Software (Department of Biostatistics, Zurich)
Random Data Interpolation Center
Classification Toolbox for Matlab
MATLAB Support Vector Machine Toolbox
OSU SVM Classifier Matlab Toolbox
Statistical Pattern Recognition Toolbox for Matlab (by Vojtech Franc)
NETLAB, neural network software in Matlab
Hidden Markov Model (HMM) Toolbox
Bayes Net Toolbox (by Kevin Murphy)
AutoClass unsupervised Bayes Classifier in Lisp and C
OC1, Oblique Decision Tree Classifier in C
(by Sreerama K. Murthy)
oc1.tar.Z (291K)
LMDT, Linear Machine Decision Trees (by Carla Brodley and Paul Utgoff)
SE-Learn, Set Enumeration (SE) trees (in Lisp, by Ron Rymon and Bob Schrag)
Pointers to: On-Line Software for Clustering and Multivariate Analysis (text only; no links)
statlib/multi, Routines for Classification and Multivariate Analyis
ECOBWEB, hierarchical classification trees (in Common Lisp, by Yoram Reich)
CART, Classification And Regression Trees (commercial)
IND decision tree package (commercial)
StatCodes - Multivariate clustering & classification
MCLUST - Model-Based Clustering (S-plus software by Chris Fraley)
EDAPLUS, cluster analysis (.zip file)
Bayesian Network Repository (datasets)
Snob, Mixture Modelling by Minimum Message Length
ML-Program-Library with public domain variants of programs like COBWEB, ID3, ...
International Workshop on Mixtures 1995
Constrained Maximum Likelihood Modeling with Gaussian Distributions
Smoothing, Functional Data Analysis, and Distance Weighted Discrimination Software (in Matlab, by Steve Marron)
ASH, Average Shifted Histogram (by David Scott)
statlib/S/logspline, smoothing spline density estimator (189K; in C, by Charles Kooperberg)
AS 176, kernel density estimation by FFT (in Fortran 77)
LOCFIT, Local Regression and Density Estimation (in C and S, by Clive Loader)
StatCodes - Density estimation and smoothing
MCLUST - Model-Based Clustering Software
StatCodes - Time Series Analysis
STARPAC Standards Time Series and Regression Package (free, general purpose statistical library)
Time Series and Forecasting on the Web
M3-International Journal of Forecasting Competition
International Institute of Forecasters
Applied Bayesian Forecasting and Time Series Analysis
Oswald, Object oriented SoftWare for the Analysis of Longitudinal Data in S-plus
On-Line Course on Longitudinal Data Analysis
Tables of Points on Spheres (by Neil Sloane)
Gosset - A General Purpose Program for Designing Experiments (by R. H. Hardin and N. J. A. Sloane)
Software for Design and Analysis of Experiments
CodEc - Programs for Economics and Econometrics
OA, Victoria Chen's MATLAB routines that generate orthogonal arrays of strength three with index unity.
There is a separate file for my rather comprehensive list of Statistical Data Sets
Statistics and related journals on the Web
29th Symposium on the Interface: Computing Science and Statistics ``Mining and Modeling Massive Data Sets'' Rice University, May 14-17, 1997
NSF Workshop: Bumps, Jumps, Clustering, and Discrimination Texas Medical Center, Houston, TX, May 12-14, 1997
Learning Methods for Prediction, Classification Novelty Detection and Time Series Analysis, Cambridge, MA, September 20-21, 1996; Los Angeles, CA, December 14-15, 1996
University of Florida Department of Statistics
with a list of Departments of Statistics throughout the world
ST-Net Archive (stochastics newsletter)
Response Surface Methodology Bibliography
Courses on Chance ``We do not intend for Chance to replace an introductory statistics or probability course; its aim is rather to encourage students to think more rationally about chance events and to make them more informed readers of the daily press. Of course, we do hope it will also encourage the students to continue their study of statistics and probability, either informally or in future courses. In our pilot versions, we have assumed only high school mathematics as a prerequisite.''
Addresses of Quantum Probabilitists
Brian Ripley Steve Marron
University of Florida Department of Statistics
with lots of statistics links
StatLib Statistics Departments
Statistics Research at AT&T Bell Lab
Dept. of Statistics, University of Oxford (Ripley)
Pattern Recognition at Delft
AI-GEOSTATS, Spatial data analysis and Geoinformatic
A very useful source for 2D interpolation and approximation
Surface Reconstruction from Unorganized Points (html, Ph.D. Thesis by Hugues Hoppe)
Resources for Economists on The Internet
First Steps towards the Digital Violin
Fitting H_3 potential energies
Statistical Data Sets
Restricted Maximum Likelihood (REML) Methods
Surface Interpolation and Approximation
Artificial Intelligence
Morphometrics (Statistics of Shape)
Global Optimization
Mathematical Software
Mathematics Links
my
home page (http://www.mat.univie.ac.at/~neum)
Arnold Neumaier (Arnold.Neumaier@univie.ac.at)