Publications (73)

A4 Article in conference proceedings

ICA and stochastic volatility models (2016)

CDAM 2016 : Proceedings of the XI International Conference on Computer Data Analysis and Modeling, 30-37, OA

Matilainen, M.; Miettinen, Jari; Nordhausen, K.; Taskinen, Sara

A4 Article in conference proceedings

Identifying Causal Effects via Context-specific Independence Relations (2019)

NeurIPS 2019 : Proceedings of the 33rd Conference on Neural Information Processing Systems, 32, OA

Tikka, Santtu; Hyttinen, Antti; Karvanen, Juha

A1 Journal article (refereed)

Identifying Causal Effects with the R Package causaleffect (2017)

Journal of Statistical Software, 76 (12), 1-30, http://doi.org/10.18637/jss.v076.i12, OA

Tikka, Santtu; Karvanen, Juha

A1 Journal article (refereed)

Impact of endovascular treatment on clinical status and health-related quality of life (2008)

Scandinavian Journal of Surgery, 97 (1), http://doi.org/10.1177/145749690809700107

Virkkunen, J.; Venermo, M.; Saarinen, J.; Keski-Nisula, L.; Apuli, P.; Kankainen, Annaliisa; Salenius, J.

A1 Journal article (refereed)

Impact of missing data mechanism on the estimate of change: a case study on cognitive function and polypharmacy among older persons (2015)

Clinical Epidemiology, 7 (0), 169-180, http://doi.org/10.2147/CLEP.S72918, OA

Lavikainen, Piia; Leskinen, Esko; Hartikainen, Sirpa; Möttönen, Jyrki; Sulkava, Raimo; Korhonen, Maarit J.

A1 Journal article (refereed)

Importance sampling correction versus standard averages of reversible MCMCs in terms of the asymptotic variance (2020)

Stochastic Processes and Their Applications, 130 (10), 6157-6183, http://doi.org/10.1016/j.spa.2020.05.006, OA

Franks, Jordan; Vihola, Matti

A1 Journal article (refereed)

Importance sampling type estimators based on approximate marginal Markov chain Monte Carlo (2020)

Scandinavian Journal of Statistics, 47 (4), 1339-1376, http://doi.org/10.1111/sjos.12492, OA

Vihola, Matti; Helske, Jouni; Franks, Jordan

B2 Book section

Improved frequentist prediction intervals for ARMA models by simulation (2014)

Contributions to Mathematics, Statistics, Econometrics, and Finance : essays in honour of professor Seppo Pynnönen, Acta Wasaensia, 296, 71-86, OA

Helske, Jouni; Nyblom, Jukka

A3 Book section, Chapters in research books

Improved Frequentist Prediction Intervals for Autoregressive Models by Simulation (2015)

Unobserved Components and Time Series Econometrics, 291-309, http://doi.org/10.1093/acprof:oso/9780199683666.003.0013, OA

Helske, Jouni; Nyblom, Jukka

A1 Journal article (refereed)

Improved geodesics for the reduced curvature-dimension condition in branching metric spaces (2013)

Discrete and Continuous Dynamical Systems: Series A, 33 (7), 3043-3056, http://doi.org/10.3934/dcds.2013.33.3043, OA

Rajala, Tapio