Peter Müller, PhD

Peter Müller, PhD

Peter Müller, PhD
U. Texas at Austin, Dept. of Mathematics

My undergraduate eduation is from Universität Wien and Technische Universität Wien, Austria. My Ph.D. is from Purdue Univseristy where I worked under Jim Berger on MCMC for constrained parameter problems. I spent several years at Institute of Statistics and Dec Sciences, (ISDS), Duke University, and at M.D. Anderson Biostatistics.

1. Lee, J., Quintana, F., Müller, P. and Trippa, L. (2013), ``Defining Predictive Probability Functions for Species Sampling Models,'' Statistical Science, to appear. tech report (pdf)

2. Mitra, R., Müller, P., Liang, S., Yue, L, and Ji, Y. (2013), ``A Bayesian Graphical Model for Chip-Seq Data on Histone Modifications,'' Journal of the American Statistical Association, to appear. tech report (pdf)

3. León-Novelo, L., Müller, P., Do, K-A., Arap, W., Sun, J. and Pasqualini, R. (2012), ``Semi-Parametric Bayesian Inference for Phage Display Data,'' Biometrics, to appear, DOI: 10.1111/j.1541-0420.2012.01817.x. tech report (pdf)

4. Rossell, D. and Müller, P. (2013) ``Sequential sample sizes for high-throughput hypothesis testing experiments,'' Biostatistics, 14, 75-86. tech report (pdf)

5. Müller, P. (2013), ``Bayesian Models in Biostatistics and Medicine'', in Bayesian Theory and Applications, P. Damien, P. Dellaportas, N. Polson and D. Stephens (eds), p. 557-575, Oxford University Press.

6. Laud, P., Sivaganesan, S. and Müller, P. (2013), ``Subgroup Analysis," in P. Damien, P. Dellaportas, N. Polson and D. Stephens (eds), p. 576-592, Oxford University Press.

7. Mitra, R., Müller, P., Ji, Y. (2013), ``Bayesian Model-Based Approaches for Solexa Sequencing Data,'' in Advances in Statistical Bioinformatics: Models and Integrative Inference for High-Throughput Data, Do, K.A., Qin, Z. and Vannucci, M. (editors), Cambridge University Press (in press).

8. Jiang, F., Lee, J.J., and Müller, P. (2013) ``A Bayesian decision-theoretic sequential--response adaptive randomization design,'' Statistics in Medicine, to appear, DOI: 10.1002/sim.5735.

9. Alejandro Cruz-Marcelo, Gary L. Rosner, Peter Müller, Clinton F. Stewart (2013), ``Effect on Prediction when Modeling Covariates in Bayesian Nonparametric Models,'' Journal of Statistical Theory and Practice, to appear.