SLAC PEP-II
BABAR
SLAC<->RAL
Babar logo
HEPIC E,S & H Databases PDG HEP preprints
Organization Detector Computing Physics Documentation
Personnel Glossary Sitemap Search Hypernews
Unwrap page!
Phys. Search
Organization
AWGs, Tools and Task Forces (Who's who)
Wednesday Meetings [older]
Validation Board
Data Quality Group
Publication Bd.
Speakers Bureau
Web Tools
BAIS
BAD system
BMO
PubDb: public/private
SPIRES
Physics Analysis
Detector Operations
WorkBook
Available Data
All you need to run an analysis
Review Process
Conference Deadlines
Service Tasks for Physics
Check this page for HTML 4.01 Transitional compliance with the
W3C Validator

(More checks...)

Statistics Bibliography


(Inclusion does not imply endorsement. Caveat emptor.)

Books by physicists
  • "Statistics: a Guide to the Use of Statistical Methods in the Physical Sciences", Roger Barlow, Wiley, 1989.
  • Glen Cowan's Statistical Data Analysis (Oxford University Press).
  • "Statistical Methods in Experimental Physics", Eadie, Drijard, James, Roos, and Sadoulet, American Elsevier, 1971.
  • "Probability and Statistics in Particle Physics", Frodesen, Skjeggestad, Tofte, Universitetsforlaget, 1979.
  • "Statistics for Nuclear and Particle Physics", Louis Lyons, Cambridge University Press, 1986.
Books by statisticians
General theory
  • Kendall and Stuart, "The Advanced Theory of Statistics" (4th ed., or other), often regarded as an authoritative source.
Density estimation
  • Scott, "Multivariate density estimation", John Wiley & Sons, 1992.
Goodness of fit
  • D'Agostino and Stephens, "Goodness-of-fit techniques", Marcel Dekker, 1986.
Machine learning
  • Webb, "Statistical pattern recognition", 2nd ed., John Wiley & Sons, 2002.
  • Hastie, Tibshirani and Friedman, "The elements of statistical learning", Springer series in statistics, 2001.
Lectures
  • Adrian Bevan's notes on multivariate analysis
  • The 2006 SLUO lectures on statistics.
  • The 2000 SLUO lectures on statistics.
  • A document based on a set of lectures, by a particle physicist: George Yost, "Lectures on Probability and Statistics", LBL-16993-Rev., 1985.
  • Glen Cowan's course on computing and statistical data analysis.
Workshops
Miscellaneous

SWG convenors: Roger Barlow and Ilya Narsky
Last modified: Sun Jan 22 15:50:38 PST 2006