Environmental and Ecological Statistics Group

RSS feed of this list

  1. Accepted/In press

    Index-based approach for estimating vulnerability of Arctic biota to oil spills

    Nevalainen, M. K., Vanhatalo, J. & Helle, I., 2019, (Accepted/In press) In : Ecosphere.

    Research output: Contribution to journalArticleScientificpeer-review

  2. A comprehensive evaluation of predictive performance of 33 species distribution models at species and community levels

    Norberg, A., Abrego Antia, N., Blanchet, F. G., Adler, F. R., Anderson, B. J., Anttila, J., Araújo, M. B., Dallas, T. A., Dunson, D., Elith, J., Foster, S., Fox, R., Franklin, J., Godsoe, W., Guisan, A., O'Hara, B., Hill, N. A., Holt, R. D., Hui, F. K. C., Husby, M. & 15 othersKålås, J. A., Lehikoinen, A., Luoto, M., Mod, H. K., Newell, G., Renner, I., Roslin, T. V., Soininen, J., Thuiller, W., Vanhatalo, J. P., Warton, D., White, M., Zimmermann, N. E., Gravel, D. & Ovaskainen, O. T., 2 May 2019, In : Ecological Monographs.

    Research output: Contribution to journalArticleScientificpeer-review

  3. Accepted/In press

    Additive multivariate Gaussian processes for joint species distribution modeling with heterogeneous data

    Vanhatalo, J. P., Hartmann, M. & Veneranta, L., 16 Apr 2019, (Accepted/In press) In : Bayesian analysis.

    Research output: Contribution to journalArticleScientificpeer-review

  4. Non-stationary Gaussian models with physical barriers

    Bakka, H., Vanhatalo, J., Illian, J. B., Simpson, D. & Rue, H., Mar 2019, In : Spatial statistics. 29, p. 268-288 21 p.

    Research output: Contribution to journalArticleScientificpeer-review

  5. Accepted/In press

    A Gaussian process model and Bayesian variable selection for mapping function-valued quantitative traits with incomplete phenotype data

    Vanhatalo, J. P., Li, Z. & Sillanpää, M., 2019, (Accepted/In press) In : Bioinformatics.

    Research output: Contribution to journalArticleScientificpeer-review

  6. Integrating experimental and distribution data to predict future species patterns

    Kotta, J., Vanhatalo, J. P., Jänes, H., Orav-Kotta, H., Rugiu, L., Jormalainen, V., Bobsien, I., Viitasalo, M., Virtanen, E., Nyström Sandman, A., Isaeus, M., Leidenberger, S., Jonsson, P. R. & Johannesson, K., 12 Feb 2019, In : Scientific Reports. 9, 14 p., 1821.

    Research output: Contribution to journalArticleScientificpeer-review

  7. Laplace approximation and natural gradient for Gaussian process regression with heteroscedastic Student-t model

    Hartmann, M. & Vanhatalo, J., 17 Oct 2018, In : Statistics and Computing.

    Research output: Contribution to journalArticleScientificpeer-review

  8. Correcting Boundary Over-Exploration Deficiencies In Bayesian Optimization With Virtual Derivative Sign Observations

    Siivola, E., Vehtari, A., Vanhatalo, J., Gonzalez, J. & Andersen, M., Nov 2018, 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP). Pustelnik, N., Ma, Z., Tan, ZH. & Larsen, J. (eds.). IEEE, Vol. 28. 6 p. (IEEE International Workshop on Machine Learning for Signal Processing).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  9. Estimating the acute impacts of Arctic marine oil spills using expert elicitation

    Nevalainen, M., Helle, I. & Vanhatalo, J., Jun 2018, In : Marine Pollution Bulletin. 131, p. 782-792 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  10. Hierarchical Bayesian model reveals the distributional shifts of Arctic marine mammals

    Mäkinen, J. & Vanhatalo, J., Oct 2018, In : Diversity and Distributions. 24, 10, p. 1381-1394 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

Previous 1 2 3 4 5 6 Next