Dr Christopher Drovandi
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book chapters


8. Nicholas J Tierney, Samuel Clifford, Christopher C Drovandi, Kerrie L Mengersen (2020) Bayesian Modelling to Assist Inference on Health Outcomes in Occupational Health Surveillance.  Case Studies in Applied Bayesian Data Science. Springer, Cham, Bosa Rica, Switzerland. [link]

7. Marcela I Cespedes, James M McGree, Christopher C Drovandi, Kerrie L Mengersen, Lee B Reid, James D Doecke, Jurgen Fripp (2020) A Bayesian Hierarchical Approach to Jointly Model Cortical Thickness and Covariance Networks.  Case Studies in Applied Bayesian Data Science. Springer, Cham, Bosa Rica, Switzerland. [link]

6. Drovandi, Christopher C., Grazian, Clara, Mengersen, Kerrie & Robert, Christian (2018) Approximating the Likelihood in ABC.  Handbook of Approximate Bayesian Computation. Taylor & Francis Inc, Bosa Rica, United States. [link,pdf]

5. Drovandi, Christopher C. (2018) ABC and Indirect Inference.  Handbook of Approximate Bayesian Computation. Taylor & Francis Inc, Bosa Rica, United States. [link,pdf]

4. Drovandi, Christopher C. (2017) Approximate Bayesian Computation. In Wiley StatsRef: Statistics Reference Online. John Wiley & Sons, Ltd., pp. 1-9. 

3. McGree, James, Drovandi, Christopher C., Holmes, Christopher, Richardson, Sylvia, Ryan, Elizabeth G. & Mengersen, Kerrie  (2016) Big Data and Design of Experiments. In Shen Liu, James McGree, Zongyuan Ge and Yang Xie​ (Eds.) Computational and Statistical Methods for Analysing Big Data with Applications, pp. 111-129. 

2. McGree, James, Drovandi, Christopher C., & Pettitt, Anthony N. (2012) Implementing adaptive dose finding studies using sequential Monte Carlo. In Alston, Clair, Mengersen, Kerrie & Pettitt, Anthony N. (Eds.) Case Studies in Bayesian Statistical Modelling and Analysis. Wiley, United Kingdom, pp. 361-373. 

1. Drovandi, Christopher C. & Pettitt, Anthony N. (2012) Likelihood‐free inference for transmission rates of nosocomial pathogens. In Alston, Clair, Mengersen, Kerrie & Pettitt, Anthony N. (Eds.) Case Studies in Bayesian Statistical Modelling and Analysis. Wiley, United Kingdom, pp. 374-387. 
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  • Home
  • PUBLICATIONS
    • Working Papers
    • Papers
    • Book Chapters
    • Conference Papers
    • Discussions
  • Research
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    • Funding
    • Talks
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  • Teaching
    • Profile
    • Videos
  • LEADERSHIP
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