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Statistical Artificial Intelligence

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  1. 2014
  2. Published

    Sequential Monte Carlo methods for state and parameter estimation in abruptly changing environments

    Nemeth, C., Fearnhead, P. & Mihaylova, L., 1/03/2014, In: IEEE Transactions on Signal Processing. 62, 5, p. 1245-1255 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. Unpublished

    Particle Metropolis adjusted Langevin algorithms for state space models

    Nemeth, C. & Fearnhead, P., 4/02/2014, (Unpublished) In: arxiv.org.

    Research output: Contribution to Journal/Magazine › Journal article

  4. Published

    Semi-automatic selection of summary statistics for ABC model choice

    Prangle, D., Fearnhead, P., Cox, M., Biggs, P. & French, N., 02/2014, In: Statistical Applications in Genetics and Molecular Biology. 13, 1, p. 67-82 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. Published

    Hierarchical shrinkage in time-varying parameter models

    Gonzalez Belmonte, M. A., Koop, G. & Korobilis, D., 01/2014, In: Journal of Forecasting. 33, 1, p. 80–94 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. Published

    Bayesian sequential experimental design for binary response data with application to electromyographic experiments

    Azadi, N. A., Fearnhead, P., Ridall, G. & Blok, J. H., 2014, In: Bayesian Analysis. 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Published

    changepoint: an R package for changepoint analysis

    Killick, R. & Eckley, I., 2014, In: Journal of Statistical Software. 58, 3, p. 1-19 19 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  8. Published

    Classification of non‐stationary time series

    Krzemieniewska, K., Eckley, I. & Fearnhead, P., 2014, In: Stat. 3, 1, p. 144-157 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  9. Published

    Inference for reaction networks using the linear noise approximation

    Fearnhead, P., Giagos, V. & Sherlock, C., 2014, In: Biometrics. 70, p. 457-466 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. Published

    Model switching and model averaging in time-varying parameter regression models

    Gonzalez Belmonte, M. A. & Koop, G., 2014, Bayesian model comparision. Emerald Group Publishing Ltd., p. 45-69 25 p. (Advances in Econometrics; vol. 34).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  11. Published

    Parameter estimation for state space models using sequential Monte Carlo algorithms

    Nemeth, C., 2014, Lancaster University. 204 p.

    Research output: Thesis › Doctoral Thesis

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