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Bayesian Emulation and Calibration of a Stochastic Computer Model of Mitochondrial DNA Deletions in Substantia Nigra Neurons

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  • Henderson, Daniel A.
  • Boys, Richard J.
  • Krishnan, Kim J.
  • Lawless, Conor
  • Wilkinson, Darren J.

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Suggested Citation

  • Henderson, Daniel A. & Boys, Richard J. & Krishnan, Kim J. & Lawless, Conor & Wilkinson, Darren J., 2009. "Bayesian Emulation and Calibration of a Stochastic Computer Model of Mitochondrial DNA Deletions in Substantia Nigra Neurons," Journal of the American Statistical Association, American Statistical Association, vol. 104(485), pages 76-87.
    • Handle: RePEc:bes:jnlasa:v:104:i:485:y:2009:p:76-87
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    Cited by:

    1. Ioannis Andrianakis & Ian R Vernon & Nicky McCreesh & Trevelyan J McKinley & Jeremy E Oakley & Rebecca N Nsubuga & Michael Goldstein & Richard G White, 2015. "Bayesian History Matching of Complex Infectious Disease Models Using Emulation: A Tutorial and a Case Study on HIV in Uganda," PLOS Computational Biology, Public Library of Science, vol. 11(1), pages 1-18, January.
    2. Yuan, Jun & Ng, Szu Hui, 2013. "A sequential approach for stochastic computer model calibration and prediction," Reliability Engineering and System Safety, Elsevier, vol. 111(C), pages 273-286.
    3. Boukouvalas, A. & Cornford, D. & Stehlík, M., 2014. "Optimal design for correlated processes with input-dependent noise," Computational Statistics & Data Analysis, Elsevier, vol. 71(C), pages 1088-1102.
    4. Mevin Hooten & Christopher Wikle & Michael Schwob, 2020. "Statistical Implementations of Agent‐Based Demographic Models," International Statistical Review, International Statistical Institute, vol. 88(2), pages 441-461, August.
    5. Antony M. Overstall & David C. Woods, 2013. "A Strategy for Bayesian Inference for Computationally Expensive Models with Application to the Estimation of Stem Cell Properties," Biometrics, The International Biometric Society, vol. 69(2), pages 458-468, June.
    6. H. F. Fisher & R. J. Boys & C. S. Gillespie & C. J. Proctor & A. Golightly, 2022. "Parameter inference for a stochastic kinetic model of expanded polyglutamine proteins," Biometrics, The International Biometric Society, vol. 78(3), pages 1195-1208, September.
    7. I. Andrianakis & I. Vernon & N. McCreesh & T. J. McKinley & J. E. Oakley & R. N. Nsubuga & M. Goldstein & R. G. White, 2017. "History matching of a complex epidemiological model of human immunodeficiency virus transmission by using variance emulation," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 66(4), pages 717-740, August.
    8. D. A. Henderson & R. J. Boys & D. J. Wilkinson, 2010. "Bayesian Calibration of a Stochastic Kinetic Computer Model Using Multiple Data Sources," Biometrics, The International Biometric Society, vol. 66(1), pages 249-256, March.

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