Bayesian Analysis

Research outputs

  1. 2019
  2. Published

    Efficient acquisition rules for model-based approximate Bayesian computation

    Järvenpää, M., Gutmann, M. U., Pleska, A., Vehtari, A. & Marttinen, P., Jun 2019, In : Bayesian Analysis. 14, 2, p. 595-622 28 p.

    Research output: Contribution to journalArticleScientificpeer-review

  3. 2018
  4. Published

    Using Stacking to Average Bayesian Predictive Distributions (with Discussion)

    Yao, Y., Vehtari, A., Simpson, D. & Gelman, A., Sep 2018, In : Bayesian Analysis. 13, 3, p. 917-1003 87 p.

    Research output: Contribution to journalArticleScientificpeer-review

  5. 2014
  6. Published

    Laplace Approximation for Logistic Gaussian Process Density Estimation and Regression

    Riihimaki, J. & Vehtari, A., 2014, In : Bayesian Analysis. 9, 2, p. 425-447

    Research output: Contribution to journalArticleScientificpeer-review

  7. 2008
  8. Published

    Application of Girsanov Theorem to Particle Filtering of Discretely Observed Continuous - Time Non-Linear Systems

    Särkkä, S. & Sottinen, T., 2008, In : Bayesian Analysis. 3, 03, p. 555-584

    Research output: Contribution to journalArticleScientificpeer-review

ID: 188486