| Recent papers by Matt Wand |
Padoan, S.A. and Wand, M.P.
Mixed Model-based Additive Models for Sample Extremes.
[PDF file]
Fan, Y., Leslie, D.S. and Wand, M.P.
Generalised Linear Mixed Model Analysis via Sequential Monte Carlo Sampling.
[PDF file]
Duong, T., Cowling, A., Koch, I. and Wand, M.P.
Feature Significance for Multivariate Kernel Density
Estimation.
[PDF file]
Kauermann, G., Ormerod, J.T. and Wand, M.P.
Parsimonious Classification via Generalised Linear Mixed Models.
[PDF file]
Wand, M.P.
Fisher Information for Generalised Linear Mixed Models.
Published in Journal of Multivariate Analysis, (2007), 98, 1412-1416.
[PDF file]
Kuo, F., Dunsmuir, W.T.M., Sloan, I.H., Wand, M.P.
and Womersley, R.S.
Quasi-Monte Carlo for Highly Structured Generalised Response Models.
[PDF file]
Wand, M.P. and Ormerod, J.T.
On Semiparametric Regression with O'Sullivan Penalised Splines.
[PDF file]
[Appendix code]
Smith, A.D.A.C. and Wand, M.P.
Streamlined Variance Calculations for Semiparametric Mixed Models.
[
PDF file]
[Appendix code]
Ormerod, J.T., Wand, M.P. and Koch, I.
Penalised Spline Support Vector Classifiers: Computational
Issues.
[PDF file]
Wand, M.P.
Support Vector Machine Classification.
[PDF file]
[
co
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version PDF file]
Pearce, N.D. and Wand, M.P.
Penalised Splines and Reproducing Kernel Methods.
Published in The American Statistician, (2006), 60, 233-240.
[
PDF file]
Zhao, Y., Staudenmayer, J., Coull, B.A. and Wand, M.P.
General Design Bayesian Generalized Linear Mixed Models.
Published in Statistical Science, (2006), 21, 35-51.
[PDF file]
Crainiceanu, C., Ruppert, D. and Wand, M.P.
Bayesian Analysis for Penalized Spline Regression Using WinBUGS.
Volume 14, 2005, Issue 14 of Journal of Statistical Software.
[PDF file]
Staudenmayer, J., Lake, E.E. and Wand, M.P.
Robustness for General Design Mixed Models Using the t-Distribution.
[PDF file]
Ganguli, B., Staudenmayer, J. and Wand, M.P.
Additive Models with Predictors Subject to Measurement Error.
[PDF file]
This article was published in Australian and New Zealand
Journal of Statistics, 2005; 47: 193 to 202, available online
at Blackwell Synergy
(www.blackwell-synergy.com).
Durban, M., Harezlak, J., Wand, M.P. and Carroll, R.J.
Simple Fitting of Subject-specific Curves for Longitudinal Data.
Published in Statistics in Medicine, (2005), 24, 1153-1167.
[PDF file]
Crainiceanu, C., Ruppert, D., Claeskens, G. and Wand, M.P.
Exact Likelihood Ratio Tests for Penalised Splines.
Published in Biometrika, (2005), 92, 91-103.
[PDF file]
Salganik, M.P., Milford, E.L., Hardie, D.L., Shaw, S. and Wand, M.P.
Classifying Antibodies using Flow Cytometry Data: Class Prediction and
Class Discovery.
Published in Biometrical Journal, (2005), 47, 740-745.
[PDF file]
Ganguli, B. and Wand, M.P.
SemiPar 1.0 Users' Manual.
[PDF file]
Salganik, M.P., Wand, M.P. and Lange, N.
Comparison of Feature Significance Quantile Approximations.
[PDF file]
This article was published in Australian and New Zealand
Journal of Statistics, 2004; 46: 569 to 581, available online
at Blackwell Synergy
(www.blackwell-synergy.com).
Ngo, L. and Wand, M.P. (2004).
Smoothing with Mixed Model Software.
Volume 9, 2004, Issue 1 of Journal
of Statistical Software.
[paper, code and data]
Kammann, E.E. and Wand, M.P. (2003).
Geoadditive Models.
Applied Statistics,, 52, 1-18.
[PDF file]
Wand, M.P. (2003).
Smoothing and Mixed Models.
Computational Statistics, 18, 223-249.
[PDF file]