Statistics and Flow Cytometry
We are conducting research on Statistics for Flow Cytometry,
with an emphasis on new statistical methodology.
Members of our group are:
This research is partially funded by a Discovery Project
from the
Australian Research Council.
Papers
Talks
R Packages
Papers
Duong, T., Koch, I. and Wand, M.P.
Highest Density Difference Region Estimation with Application
to Flow Cytometric Data.
[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]
Salganik, M.P., Milford, E.L., Hardie, D.L., Shaw, S. and Wand,
M.P. (2005)
Classifying Antibodies using Flow Cytometry Data: Class Prediction and
Class Discovery.
Biometrical Journal, 47, 740-745.
[pdf file]
Salganik, M.P., Hardie, D.L., Swart, B., Dandie, G.W., Zola, H.,
Shaw, S., Shapiro, H.,
Tinckam, K., Milford, E.L and Wand, M.P. (2005).
Detecting antibodies with similar reactivity patterns
in the HLDA8 blind panel of flow cytometry data.
Journal of Immunological Methods, 305,67-74.
[pdf file]
Swart, B., Salganik, M.P., Wand, M.P., Tinckam, K., Milford, E.L,Drbal,K.,
Angelisova, P., Horejsi, V.,Macardle, P, Bailey, S., Hollemweguer, E., Hodge, G.,
Naim, J., Millard, D., Dagdeviren, A., Dandie, G.W. and Zola, H. (2005).
The HLDA8 blind panel: findings and conclusions.
Journal of Immunological Methods, 305,67-74.
[pdf file]
Talks
This is an extended version of a talk presented
by Tarn Duong at the Australian Statistical Conference/
New Zealand Statistical Association Conference 2006.
July 2006, Auckland, New Zealand.
Feature Significance for Multivariate Kernel Density Estimation
[4 slides per page]
[1 slide per page]
The following talk was presented by Matt Wand at the Institute for
55th Session of the International Statistical Institute,
April 2005, Sydney, Australia.
Statistical Methods for Flow Cytometric Data
[4 slides per page]
[1 slide per page]
R Packages
Duong, T. (2007). prim 1.0.4. R package.
cran.r-project.org
Duong, T. and Wand, M.P. (2007). feature 1.1. R package.
cran.r-project.org
Ormerod, J.T. and Wand, M.P. (2005). LowRankQP 1.0. R package.
cran.r-project.org