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Overview

Michael Goldstein

Professor, Statistics

DPhil University of Oxford


Affiliations
AffiliationRoom numberTelephone
Professor, Statistics in the Department of Mathematical SciencesMCS3043+44 (0) 191 33 43065
Leader of Work Package 3 of Tipping Points Research Project  

Research interests

  • Bayesian Statistics

Research groups

  • Probability & Statistics: Statistics
  • Probability and Statistics

Awarded Grants

  • 2020: Intensive Care Risk Identification System(£40000.00 from )
  • 2016: HubNet(£9852.75 from Epsrc)
  • 2016: The Intensive care risk identification system(£122850.00 from )
  • 2015: Predictor Feasibility Study(£23810.00 from Innovate UK)
  • 2012: RF060151: Calibration and analysis of complex individual-based stochastic models: methodological development and application to explore the impact of HAART on HIV/AIDS in Africa, MRC, £39529.24, 2012-10-01 - 2016-03-31
  • 2008: JOINT INVERSION WITH BAYESIAN ANALYSIS(£182333.26 from Industry Technology Facilitator)

Esteem Indicators

  • 'Committee Duties': Member of electoral college of EPSRC and Member of board of directors of the International Society for Bayesian Analysis

Publications

Authored book

Chapter in book

  • Goldstein, M. (2011). External Bayesian analysis for computer simulators. In BAYESIAN STATISTICS 9. Bernardo, J.M., Bayarri, M.J., Berger, J.O., Dawid, A.P., Heckerman, D., Smith, A.F.M. & West, M. Oxford University Press.
  • Cumming, J. & Goldstein, M. (2009). Bayes Linear Uncertainty Analysis for Oil Reservoirs Based on Multiscale Computer Experiments. In The Oxford Handbook of Applied Bayesian Analysis. O'Hagan, & West,A.M. Oxford University Press. 241-270.
  • Coolen, F. P., Goldstein, M. & Wooff, D. A. (2005). Using Bayesian statistics to support testing of software systems. In Proceedings of the 16th Advances in Reliability Technology Symposium. Andrews, J. 109-121.
  • Coolen, F. P. A., Goldstein, M. & Wooff, D. A. (2003). Project viability assessment for support of software testing via Bayesian graphical modelling. In Safety and Reliability. Bedford & van Gelder Lisse: Swets & Zeitlinger. 417-422.
  • Goldstein, M. (1999). Bayes linear analysis. In Encyclopaedia of Statistical Sciences Update Volume 3. Kotz, S., Read, C.B. & Banks, D.L. New York: Wiley. 29-34.
  • Goldstein, M. & Williams, D.R. (1999). Graphical diagnostics for the Bayes linear analysis of hierarchical linear models, with applications to educational data. In Bayesian Statistics 6. Proceedings of the Sixth Valencia International Meeting. Bernardo, J.M., Berger, J.O., Dawid, A.P. & Smith, A.F.M. Oxford: Oxford University Press. 859-867.
  • Goldstein, M. & Shaw, S.C. (1999). Simplifying complex designs Bayes linear experimental design for grouped multivariate exchangeable systems. In Bayesian Statistics 6. Proceedings of the Sixth Valencia International Meeting. Bernardo, J.M., Berger, J.O., Dawid, A.P. & Smith, A.F.M. Oxford: Oxford University Press. 839-848.
  • Craig, P.S., Goldstein, M., Seheult, A.H. & Smith, J.A. (1997). Pressure matching for hydrocarbon reservoirs: a case in the use of Bayes linear strategies for large computer experiments (and discussion). In Case studies in Bayesian Statistics. Gatsonis et al New York: Springer-Verlag. III: 37-93.
  • Goldstein, M. (1997). Prior inferences for posterior judgements. In Structure and norms in Science Volume Two of the Tenth International Congress of Logic, Methodology and Philosophy of Science, Florence, August 1995. Chiara, M.L.D., Doets, K., Mundici, D. & Benthem, J.V. Springer Netherlands. 55-71.
  • Goldstein, M., Farrow, M. & Spiropoulos, T. (1997). Developing a Bayes linear decision support system for a brewery. In The Practice of Bayesian Analysis. French, S. & Smith, J.Q. Edward Arnold. 71-106.
  • Goldstein, M., Craig, P.S., Seheult, A.H. & Smith, J.A. (1996). Bayes linear strategies for matching hydrocarbon reservoir history and discussion. In Bayesian Statistics 4. Proceedings of the Fourth Valencia International Meeting: Dedicated to the memory of Morris H. DeGroot, 1931-1989: April 15-20, 1991. Bernardo, J.M., Berger, J.O., Dawid, A.P. & Smith, A.F.M. Oxford: Oxford University Press. 69-95.
  • Goldstein, M. (1994). Belief revision subjectivist principles and practice. In Logic and Philosophy of Science in Uppsala. Prawitz, D. & Westerstahl, D. Springer Netherlands. 117-130.
  • Goldstein, M. (1994). Revising Exchangeable Beliefs: Subjectivist foundations for the inductive argument. In Aspects of uncertainty: a tribute to D.V. Lindley. Freeman, P.R. & Smith, A.F.M. Chichester: John Wiley. 201-222.
  • Goldstein, M. & Wilkinson, D.J. (1992). Bayes linear adjustment for variance matrices. In Bayesian statistics 4. Proceedings of the Fourth Valencia International Meeting: Dedicated to the memory of Morris H. DeGroot, 1931-1989: April 15-20, 1991. Bernardo, J.M., Berger, J.O., Dawid, A.P. & Smith, A.F.M. Oxford: Oxford University Press. 791-799.
  • Goldstein, M. & Farrow, M. (1992). Diagnostic geometry for Bayes linear prediction systems. In Bayesian Statistics 4. Proceedings of the Fourth Valencia International Meeting: Dedicated to the memory of Morris H. DeGroot, 1931-1989: April 15-20, 1991. Bernardo, J.M., Berger, J.O., Dawid, A.P. & Smith, A.F.M. Oxford: Oxford University Press. 561-568.

Conference Proceeding

  • Craig, P.S., Smith, J.A., Goldstein, M. & Seheult, A.H. (1995). Matching hydrocarbon reservoir history - a Bayes linear approach. Third International Applied Statistics in Industry Conference.

Journal Article

Other (Digital/Visual Media)

  • Wooff, D. A. & Goldstein, M. (1995). Beliefs adjusted by Data: the Bayes linear programming language, including software manuals and tutorials.

Supervision students