William S. Cleveland: Papers on the Web


Computer Networking

A Statistical Model for Allocating Bandwidth to Best-Effort Internet Traffic, Statistical Science, J. Cao, W. S. Cleveland, and D. X. Sun, to appear, 2004.

Stochastic Models for Generating Synthetic HTTP Source Traffic, IEEE Infocom, J. Cao, W. S. Cleveland, Y. Gao, K. Jeffay, F. D. Smith, and M. Weigle, to appear, 2004.

Internet Traffic Tends Toward Poisson and Independent as the Load Increases, Nonlinear Estimation and Classification , eds. C. Holmes, D. Denison, M. Hansen, B. Yu, and B. Mallick, Springer, New York, 83-109. J. Cao, W. S. Cleveland, D. Lin, and D. X. Sun, 2002.

On the Nonstationarity of Internet Traffic, ACM SIGMETRICS, 102-112. J. Cao, W. S. Cleveland, D. Lin, and D. X. Sun, 2001.

IP Packet Generation: Statistical Models for TCP Start Times Based on Connection-Rate Superposition, ACM SIGMETRICS 166-177. W. S. Cleveland, D. Lin, and D. X. Sun, 2000.

Internet Traffic Data, Journal of the American Statistical Association, 95, 979-985. Reprinted in Statistics in the 21st Century , edited by A. E. Raftery, M. A. Tanner, and M. T. Wells, Chapman & Hall/CRC, New York, 2002. W. S. Cleveland and D. X. Sun, 2000.


Statististical Models and Model Building

Maximum Likelihood Estimation of Sum-Difference Time Series Models Using the EM Algorithm , Statistica Sinica. W. S. Cleveland and C. Liu, to appear, 2004.

Bayesian Graduation Using Constrained Bernoulli-Mixture Models , Lifetime Data Analysis . W. S. Cleveland and C. Liu, to appear, 2004.

Random Location and Scale Effects: Model Building Methods for a General Class of Models , Computing Science and Statistics, 32, 3-10, edited by E. J. Wegman and Y. M. Martinez, Interface Foundation of North America. W. S. Cleveland, L. Denby, and C. Liu, 2000.

Modeling Customer Survey Data , Case Studies in Bayesian Statistics IV , 3-57, edited by C. Gatsonis, R.E. Kass, A. Carriquiry, A. Gelman, I. Verdinelli, and M. West, Springer, New York. L. Clark, W. S. Cleveland, L. Denby, and C. Liu, 1999.


Visualization

Comments on Approache Graphique en Analyze des Donnes by Jean-Paul Valois , Journal de la Societe Francaise de Statistique , 141, 43-44. W. S. Cleveland, 2001.

Competitive Profiling Displays: Multivariate Graphs for Customer Satisfaction Survey Data, Marketing Research , 11, 25-33. L. A. Clark, W. S. Cleveland, L. Denby, and C. Liu, 1999.

Trellis Display: Modeling Data from Designed Experiments. , Bell Labs Technical Report. W. S. Cleveland and M. Fuentes, 1997.

The Visual Design and Control of Trellis Display, Journal of Computational and Statistical Graphics, 5,123-155. R. A. Becker, W. S. Cleveland, and M. J. Shyu, 1996.

Trellis Graphics User's Manual, Insightful, Seattle, Washington. R. A. Becker and W. S. Cleveland, 1996.


Data Mining and Machine Learning

The S-Net System for Internet Packet Streams: Strategies for Stream Analysis and System Architecture Journal of Computational and Statistical Graphics: Special Issue on Streaming Data, 12, 865-892. J. Cao, W. S. Cleveland, and D. X. Sun, 2003.

Data Science: An Action Plan for Expanding the Technical Areas of the Field of Statistics , ISI Review, , 69, 21-26. W. S. Cleveland, 2001.

Smoothing by Local Regression: Principles and Methods, Statistical Theory and Computational Aspects of Smoothing, 10-49, edited by W. Haerdle and M. G. Schimek, Springer, New York. W. S. Cleveland and C. L. Loader, 1996.

Rejoinder to Discussion of ``Smoothing by Local Regression: Principles and Methods'', Statistical Theory and Computational Aspects of Smoothing, 113-120, edited by W. Haerdle and M. G. Schimek, Springer, New York. W. S. Cleveland and C. L. Loader, 1996.

A Package of C and Fortran Routines for Fitting Local Regression Models: Loess User's Manual , Bell Labs, Technical Report . W. S. Cleveland, Eric Grosse, and Ming-Jen Shyu, 1996.