William S. Cleveland

Shanti S. Gupta Professor of Statistics
Courtesy Professor of Computer Science

Department of Statistics
Purdue Univerity
250 N. University Street
West Lafayette, IN 47907

Email: wsc AT purdue DOT edu
Office: Haas 222
Fax: (765) 494-0558

Current Research Interests

Data visualization, statistical model building, machine learning,
massive datasets, time series, Internet traffic modeling and control,
computer network security, syndromic disease surveillance,
expert consulting in litigation

Biography

PDF Curriculum Vitae

Papers: 1996-2004
Download in pdf or ps. (Papers prior to 1996 available as reprints.)

Machine Learning Software for Locally Weighted Regression
Three vintages of function estimation: lowess, loess, & locfit. Seasonal time series decomposition: stl.

PDF Books and Papers: Bibliography

Books and Papers: Bibtex .bib File

Visualizing Data
Preface, reviewer quotes, data sets, S scripts to make plots, & how to order.

The Elements of Graphing Data
Preface, reviewer quotes, & how to order.