Other Online Resources and Publications

PAPERS AVAILABLE ONLINE

Bayesian Model Averaging: A Tutorial (with discussion) (306K bytes)
Corrected version of the Statistical Science 14:4, 382-417 article.
Jennifer A. Hoeting, David Madigan, Error, contact webmaster@stat.washington.edu and Chris T. Volinsky.
November 1999.
 
A Characterization of Markov Equivalence Classes for Acyclic Digraphs (213K bytes)
Steen A. Andersson, David Madigan and Error, contact webmaster@stat.washington.edu.
November 1999.
 
A Graphical Characterization of Lattice Conditional Independence Models (126K bytes)
Steen A. Andersson, David Madigan, Error, contact webmaster@stat.washington.edu and Christopher M. Triggs.
November 1999.
 
Normal Linear Regression Models with Recursive Graphical Markov Structure (313K bytes)
Steen A. Andersson and Error, contact webmaster@stat.washington.edu.
June 1998.
 
Probabilistic classification of forest structures by hierarchical modelling of the remote sensing process (4.1M bytes)
J. L. Moffett, J. E. Besag, S. D. Byers and W. H. Li.
July 1997.
 
Splines and Their Tensor Products in Extended Linear Modeling (1.2M bytes)
Charles J. Stone, Mark Hansen, Charles Kooperberg and Young K. Truong.
University of California at Berkeley, Department of Statistics, Technical Report no. 437.
August 1995, Revised May 1996.
 
On Conditional and Intrinsic Autoregressions (201K bytes)
Julian Besag and Charles Kooperberg.
Biometrika, 1995, 82, 733-46.
 
Rate of Convergence for Logspline Spectral Density Estimation (180K bytes)
Charles Kooperberg, Charles J. Stone and Young K. Truong.
University of California at Berkeley, Department of Statistics, Technical Report no. 396.
Revised May 1994.
Journal of Time Series Analysis, 16, 389-402, 1995.
 
Logspline Estimation of a Possibly Mixed Spectral Distribution (519K bytes)
Charles Kooperberg, Charles J. Stone and Young K. Truong
University of California at Berkeley, Department of Statistics, Technical Report no. 395.
Revised November 1994.
Journal of Time Series Analysis, 16, 359-388, 1995.
 
The L2 Rate of Convergence for Hazard Regression (231K bytes)
Charles Kooperberg, Charles J. Stone and Young K. Truong.
University of California at Berkeley, Department of Statistics, Technical Report no. 390.
Revised February 1994.
Scandinavian Journal of Statistics, 22, 143-158, 1995.
 
Hazard Regression (474K bytes)
Charles Kooperberg, Charles J. Stone and Young K. Truong.
University of California at Berkeley, Department of Statistics, Technical Report no. 389.
Revised May 1994.
Journal of the American Statistical Association, 90, 78-94, 1995.
 
Strategies for Graphical Model Selection (126K bytes)
David Madigan, Adrian E. Raftery, Jeremy C. York, Jeffrey M. Bradshaw, and Russell G. Almond.
1994.
 
Bayesian Model Selection in Sociology (499K bytes)
Adrian E. Raftery (with Discussion by Andrew Gelman & Donald B. Rubin, and Robert M. Hauser, and a Rejoinder).
September 1994, Revised November 1994.
 
Hazard Regression with Interval-Censored Data (139K bytes)
Charles Kooperberg.
Proceedings of the International Biometrics Conference
April 1994.
 
Demand or Ideation? Evidence from the Iranian Marital Fertility Decline (371K bytes)
Adrian E. Raftery, Steven M. Lewis, Akbar Aghajanian.
Revised October 1994.
 
Event History Modeling of World Fertility Survey Data (334K bytes)
Adrian E. Raftery, Steven M. Lewis, Akbar Aghajanian, and Michael J. Kahn.
Revised October 1994.
 
Explanation in Belief Networks (1.1M bytes)
David Madigan, Krzysztof Mosurski and Russell G. Almond.
December 1994.
 
The Number of Iterations, Convergence Diagnostics and Generic Metropolis Algorithms (269K bytes)
Adrian E. Raftery and Steven M. Lewis.
1994.
 
Hypothesis Testing and Model Selection Via Posterior Simulation (359K bytes)
Adrian E. Raftery.
July 1994.
 
Accounting for Model Uncertainty in Survival Analysis Improves Predictive Performance (311K bytes)
Adrian E. Raftery, David Madigan and Chris T. Volinsky.
June 1994, Revised August 1994
 
Model Selection for Generalized Linear Models via GLIB, with Application to Epidemology (348K bytes)
Adrian E. Raftery and Sylvia Richardson.
December 1993.
 
Discussion of "Empirical Processes and Applications" by Evarist Gin&#233 (184K bytes)
Jon A. Wellner.
August 1993.
 
Birth Defects Registered by Double Sampling: A Bayesian Approach Incorporating Covariates and Model Uncertainty (427K bytes)
Jeremy York, David Madigan, Ivar Heuch, and Rolv Terje Lie.
1992.
 
Logspline Density Estimation for Censored Data (231K bytes)
Charles Kooperberg and Charles J. Stone.
Journal of Computational and Graphical Statistics, 1, 301-328, 1992.
{Several files, "shar" format. Also available as a zip file containing three PDF files: zip file (332K bytes).}
 
How Many Iterations in the Gibbs Sampler (184K bytes)
Adrian E. Raftery and Steven M. Lewis.
April 1991.
 
 

BOOKS

Books written by members of the Statistics Department and their collaborators.

Robust Statistics: Theory and Methods
Ricardo A. Maronna, [an error occurred while processing this directive], and Victor J. Yohai; Wiley, 2006.
 
Introduction Modern Portfolio Optimization with S+NuOPT, S-Plus, and S+Bayes
Bernd Scherer and [an error occurred while processing this directive]; Springer-Verlag, 2005.
 
Divergent Paths: Economic Mobility in the New American Labor Market
A. D. Bernhardt, [an error occurred while processing this directive], [an error occurred while processing this directive], and M. Scott, Russell Sage Foundation, New York; 2001.
 
Statistical Inferences from Genetic Data on Pedigrees
[an error occurred while processing this directive]; NSF-CBMS Regional Conference Series in Probability and Statistics, Vol 6, IMS, Beachwood, Ohio; 2000.
 
Data Analysis by Resampling: Concepts and Applications
[an error occurred while processing this directive]; Duxbury Press, Pacific Grove, California; 2000.
 
Wavelet Methods for Time Series Analysis
[an error occurred while processing this directive] and Andrew T. Walden; Cambridge University Press, Cambridge, UK; 2000.
 
Probability for Statisticians
[an error occurred while processing this directive]; Springer, New York; 2000.
 
Relative Distribution Methods in the Social Sciences
[an error occurred while processing this directive] and [an error occurred while processing this directive], Springer-Verlag, New York; 1999.
 
Weak Convergence and Empirical Processes
Aad W. van der Vaart and [an error occurred while processing this directive]; Springer-Verlag, New York; 1996.
 
Stochastic Modeling of Scientific Data
[an error occurred while processing this directive]; London: Chapman & Hall; 1995.
 
A Casebook for a First Course in Statistics and Data Analysis
Samprit Chatterjee, [an error occurred while processing this directive], Jeffrey S. Simonoff; John Wiley & Co., New York; 1995.
 
Modeling Experimental and Observational Data
[an error occurred while processing this directive]; Duxbury Press, Belmont, California; 1994.
Softcover edition, iUniverse Press; 2000.
 
Efficient and Adaptive Estimation for Semiparametric Models
Peter J. Bickel, Chris A.J. Klaassen, Ya'Acov Ritov, [an error occurred while processing this directive]; Johns Hopkins University Press, Baltimore; 1993.
Softcover version, Springer-Verlag; 1998.
 
Spectral Analysis for Physical Applications: Multitaper and Conventional Univariate Techniques
[an error occurred while processing this directive] and Andrew T. Walden; Cambridge University Press, Cambridge, UK; 1993.
 
Information Bounds and Nonparametric Maximum Likelihood Estimation
[an error occurred while processing this directive] and [an error occurred while processing this directive]; Birkhauser, Boston, Basel, Berlin; 1992.
 
Statistics in the Environmental and Earth Sciences
Andrew T. Walden and [an error occurred while processing this directive], eds; London: Edward Arnold; 1992.
 
Statistical Inference for Branching Processes
[an error occurred while processing this directive]; Wiley, New York; 1991.
 
Empirical Processes With Applications to Statistics
[an error occurred while processing this directive] and [an error occurred while processing this directive]; Wiley, New York; 1986.
 
Pedigree Analysis in Human Genetics
[an error occurred while processing this directive]; Johns Hopkins University Press, Baltimore; 1986.
 
Elementary Multivariate Analysis for the Behavioral Sciences: Applications of Basic Structure
[an error occurred while processing this directive] and Robert D. Abbott; North-Holland, New York; 1983.
 
Genealogical and Genetic Structure
C. Cannings and [an error occurred while processing this directive]; Cambridge University Press; 1981.
 
Human Evolutionary Trees
[an error occurred while processing this directive]; Cambridge University Press; 1975.