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Sara Martino

Sara Martino

Førsteamanuensis
Institutt for matematiske fag

sara.martino@ntnu.no
+4799403330 Sentralbygg 2, 1140, Gløshaugen, Sentralbygg 2, 11th floor, Gløshaugen
Google Scholar
Om Publikasjoner Undervisning

Om

Kompetanseord

  • Bayesiansk statistikk
  • Computational statistics

Publikasjoner

  • Kronologisk
  • Etter kategori
  • Se alle publikasjoner i Cristin

2022

  • Barmoudeh, Leila; Baghishani, Hossein; Martino, Sara. (2022) Bayesian spatial analysis of crash severity data with the INLA approach: Assessment of different identification constraints. Accident Analysis and Prevention. volum 167.
    Vitenskapelig artikkel
  • Berild, Martin Outzen; Martino, Sara; Gómez-Rubio, Virgilio; Rue, Håvard. (2022) Importance Sampling with the Integrated Nested Laplace Approximation. Journal of Computational And Graphical Statistics (JCGS).
    Vitenskapelig artikkel
  • Fioravanti, Guido; Cameletti, Michela; Martino, Sara; Cattani, Giorgio; Pisoni, Enrico. (2022) A spatiotemporal analysis of NO2 concentrations during the Italian 2020 COVID-19 lockdown. Environmetrics.
    Vitenskapelig artikkel
  • Pace, Daniela Silvia; Panunzi, Gloria; Arcangeli, Antonella; Moro, Stefano; Jona Lasinio, Giovanna; Martino, Sara. (2022) Seasonal distribution of an opportunistic apex predator (Tursiops truncatus) in marine coastal habitats of the Western Mediterranean Sea. Frontiers in Marine Science. volum 9.
    Vitenskapelig artikkel
  • Vandeskog, Silius Mortensønn; Martino, Sara; Castro-Camilo, Daniela; Rue, Håvard. (2022) Modelling Sub-daily Precipitation Extremes with the Blended Generalised Extreme Value Distribution. Journal of Agricultural Biological and Environmental Statistics.
    Vitenskapelig artikkel

2021

  • Fioravanti, Guido; Martino, Sara; Cameletti, Michela; Cattani, Giorgio. (2021) Spatio-temporal modelling of PM10 daily concentrations in Italy using the SPDE approach. Atmospheric Environment. volum 248.
    Vitenskapelig artikkel
  • Martino, Sara; Pace, Daniela Silvia; Moro, Stefano; Casoli, Edoardo; Ventura, Daniele; Frachea, Alessandro; Silvestri, Margherita; Arcangeli, Antonella; Giacomini, Giancarlo; Ardizzone, Giandomenico; Jona Lasinio, Giovanna. (2021) Integration of presence-only data from several sources: a case study on dolphins' spatial distribution. Ecography. volum 44 (10).
    Vitenskapelig artikkel
  • Vandeskog, Silius Mortensønn; Martino, Sara; Castro-Camilo, Daniela. (2021) Modelling block maxima with the blended generalised extreme value distribution. 22nd European Young Statisticians Meeting – Proceedings.
    Vitenskapelig kapittel/artikkel

2019

  • Mo, Birger; Martino, Sara; Naversen, Christian Øyn; Aronsen, Gunnar; Rismark, Ole. (2019) Benchmarking Hydro Operation by Use of a Simulator. Proceedings of the 6th International Workshop on Hydro Scheduling in Competitive Electricity Markets.
    Vitenskapelig kapittel/artikkel

2017

  • Francois, B.; Martino, Sara; Tøfte, Lena S; Hingray, Benoît; Mo, Birger; Creutin, Jean-Dominique. (2017) Effects of Increased Wind Power Generation on Mid-Norway’s Energy Balance under Climate Change: A Market Based Approach. Energies. volum 10 (2).
    Vitenskapelig artikkel
  • Martino, Sara; Nipen, Thomas Nils; Lussana, Cristian; Kolberg, Sjur. (2017) A stochastic weather generator based on resampling historical ensemble weather forecasts and its application to hydrological simulation. 2017. SINTEF Rapport (2017:00835).
    Rapport

2016

  • Løland, Anders; Steinbakk, Gunnhildur Högnadóttir; Martino, Sara; Kolberg, Sjur. (2016) Detrending og klimakorrigering av historiske tilsigs- og temperaturserier. 2016. NR-notat (SAMBA/27/16).
    Rapport

2015

  • Ingebrigtsen, Rikke; Lindgren, Finn; Steinsland, Ingelin; Martino, Sara. (2015) Estimation of a non-stationary model for annual precipitation in southern Norway using replicates of the spatial field. Spatial Statistics. volum 14 C.
    Vitenskapelig artikkel
  • Martino, Sara; Riebler, Andrea Ingeborg. (2015) Integrated nested Laplace approximations (INLA). Wiley StatsRef: Statistics Reference Online.
    Leksikalsk innførsel

2014

  • Martino, Sara; Kolberg, Sjur; Lepioufle, Jean Marie; Leblois, Etienne. (2014) Weather generator: results from a pilot study. 2014. ISBN 978-82-594-3627-6. SINTEF Energi. Rapport (TR A7350).
    Rapport
  • Martino, Sara; Løland, Anders; Mo, Birger; Hobæk Haff, Ingrid. (2014) Statistical properties of historical inflow series for long-term models. 2014. NR-notat (SAMBA/11/14).
    Rapport

2013

  • Holand, Anna Marie; Steinsland, Ingelin; Martino, Sara; Jensen, Henrik. (2013) Animal Models and Integrated Nested Laplace Approximations. G3: Genes, Genomes, Genetics. volum 3 (8).
    Vitenskapelig artikkel
  • Hu, Xiangping; Steinsland, Ingelin; Simpson, Daniel Peter; Martino, Sara; Rue, Håvard. (2013) Spatial Modelling of Temperature and Humidity using Systems of Stochastic Partial Differential Equations. 2013.
    Rapport
  • Illian, Janine B.; Martino, Sara; Sørbye, Sigrunn Holbek; Gallego-Fernandez, Juan; Zunzunegui, Maria; Esquivias, M. Paz; Travis, Justin M. J.. (2013) Fitting complex ecological point process models with integrated nested Laplace approximation. Methods in Ecology and Evolution. volum 4 (4).
    Vitenskapelig artikkel
  • Martino, Sara; Hobæk Haff, Ingrid; Løland, Anders; Mo, Birger. (2013) Statistical properties of historical inflow series for long-term models. 2013. NR-notat (SAMBA/50/13).
    Rapport

2012

  • Beguin, J; Martino, Sara; Rue, Håvard; Cumming, SG. (2012) Hierarchical analysis of spatially autocorrelated ecological data using integrated nested Laplace approximation. Methods in Ecology and Evolution. volum 3 (5).
    Vitenskapelig artikkel
  • Hobæk Haff, Ingrid; Martino, Sara; Løland, Anders; Follestad, Turid. (2012) Statistical properties of historical inflow series for long-term models. 2012. NR-notat (SAMBA/50/12).
    Rapport

2011

  • Martino, Sara; Aas, Kjersti; Lindqvist, Ola; Neef, Linda Reiersølmoen; Rue, Håvard. (2011) Estimating stochastic volatility models using integrated nested Laplace approximations. European Journal of Finance. volum 17 (7).
    Vitenskapelig artikkel
  • Martino, Sara; Akerkar, Rupali Rajendra; Rue, Håvard. (2011) Approximate Bayesian Inference for Survival Models. Scandinavian Journal of Statistics. volum 38 (3).
    Vitenskapelig artikkel

2009

  • Eidsvik, Jo; Martino, Sara; Rue, Håvard. (2009) Approximate Bayesian Inference in Spatial Generalized Linear Mixed Models. Scandinavian Journal of Statistics. volum 36 (1).
    Vitenskapelig artikkel
  • Rue, Håvard; Martino, Sara; Chopin, N. (2009) Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations. Journal of The Royal Statistical Society Series B-statistical Methodology. volum 71.
    Vitenskapelig oversiktsartikkel/review

2007

  • Rue, Håvard; Martino, Sara. (2007) Approximate Bayesian inference for hierarchical Gaussian Markov random field models. Journal of Statistical Planning and Inference. volum 137.
    Vitenskapelig artikkel

Vitenskapelige artikler

  • Barmoudeh, Leila; Baghishani, Hossein; Martino, Sara. (2022) Bayesian spatial analysis of crash severity data with the INLA approach: Assessment of different identification constraints. Accident Analysis and Prevention. volum 167.
    Vitenskapelig artikkel
  • Berild, Martin Outzen; Martino, Sara; Gómez-Rubio, Virgilio; Rue, Håvard. (2022) Importance Sampling with the Integrated Nested Laplace Approximation. Journal of Computational And Graphical Statistics (JCGS).
    Vitenskapelig artikkel
  • Fioravanti, Guido; Cameletti, Michela; Martino, Sara; Cattani, Giorgio; Pisoni, Enrico. (2022) A spatiotemporal analysis of NO2 concentrations during the Italian 2020 COVID-19 lockdown. Environmetrics.
    Vitenskapelig artikkel
  • Pace, Daniela Silvia; Panunzi, Gloria; Arcangeli, Antonella; Moro, Stefano; Jona Lasinio, Giovanna; Martino, Sara. (2022) Seasonal distribution of an opportunistic apex predator (Tursiops truncatus) in marine coastal habitats of the Western Mediterranean Sea. Frontiers in Marine Science. volum 9.
    Vitenskapelig artikkel
  • Vandeskog, Silius Mortensønn; Martino, Sara; Castro-Camilo, Daniela; Rue, Håvard. (2022) Modelling Sub-daily Precipitation Extremes with the Blended Generalised Extreme Value Distribution. Journal of Agricultural Biological and Environmental Statistics.
    Vitenskapelig artikkel
  • Fioravanti, Guido; Martino, Sara; Cameletti, Michela; Cattani, Giorgio. (2021) Spatio-temporal modelling of PM10 daily concentrations in Italy using the SPDE approach. Atmospheric Environment. volum 248.
    Vitenskapelig artikkel
  • Martino, Sara; Pace, Daniela Silvia; Moro, Stefano; Casoli, Edoardo; Ventura, Daniele; Frachea, Alessandro; Silvestri, Margherita; Arcangeli, Antonella; Giacomini, Giancarlo; Ardizzone, Giandomenico; Jona Lasinio, Giovanna. (2021) Integration of presence-only data from several sources: a case study on dolphins' spatial distribution. Ecography. volum 44 (10).
    Vitenskapelig artikkel
  • Francois, B.; Martino, Sara; Tøfte, Lena S; Hingray, Benoît; Mo, Birger; Creutin, Jean-Dominique. (2017) Effects of Increased Wind Power Generation on Mid-Norway’s Energy Balance under Climate Change: A Market Based Approach. Energies. volum 10 (2).
    Vitenskapelig artikkel
  • Ingebrigtsen, Rikke; Lindgren, Finn; Steinsland, Ingelin; Martino, Sara. (2015) Estimation of a non-stationary model for annual precipitation in southern Norway using replicates of the spatial field. Spatial Statistics. volum 14 C.
    Vitenskapelig artikkel
  • Holand, Anna Marie; Steinsland, Ingelin; Martino, Sara; Jensen, Henrik. (2013) Animal Models and Integrated Nested Laplace Approximations. G3: Genes, Genomes, Genetics. volum 3 (8).
    Vitenskapelig artikkel
  • Illian, Janine B.; Martino, Sara; Sørbye, Sigrunn Holbek; Gallego-Fernandez, Juan; Zunzunegui, Maria; Esquivias, M. Paz; Travis, Justin M. J.. (2013) Fitting complex ecological point process models with integrated nested Laplace approximation. Methods in Ecology and Evolution. volum 4 (4).
    Vitenskapelig artikkel
  • Beguin, J; Martino, Sara; Rue, Håvard; Cumming, SG. (2012) Hierarchical analysis of spatially autocorrelated ecological data using integrated nested Laplace approximation. Methods in Ecology and Evolution. volum 3 (5).
    Vitenskapelig artikkel
  • Martino, Sara; Aas, Kjersti; Lindqvist, Ola; Neef, Linda Reiersølmoen; Rue, Håvard. (2011) Estimating stochastic volatility models using integrated nested Laplace approximations. European Journal of Finance. volum 17 (7).
    Vitenskapelig artikkel
  • Martino, Sara; Akerkar, Rupali Rajendra; Rue, Håvard. (2011) Approximate Bayesian Inference for Survival Models. Scandinavian Journal of Statistics. volum 38 (3).
    Vitenskapelig artikkel
  • Eidsvik, Jo; Martino, Sara; Rue, Håvard. (2009) Approximate Bayesian Inference in Spatial Generalized Linear Mixed Models. Scandinavian Journal of Statistics. volum 36 (1).
    Vitenskapelig artikkel
  • Rue, Håvard; Martino, Sara. (2007) Approximate Bayesian inference for hierarchical Gaussian Markov random field models. Journal of Statistical Planning and Inference. volum 137.
    Vitenskapelig artikkel

Tidsskriftspublikasjoner

  • Rue, Håvard; Martino, Sara; Chopin, N. (2009) Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations. Journal of The Royal Statistical Society Series B-statistical Methodology. volum 71.
    Vitenskapelig oversiktsartikkel/review

Del av bok/rapport

  • Vandeskog, Silius Mortensønn; Martino, Sara; Castro-Camilo, Daniela. (2021) Modelling block maxima with the blended generalised extreme value distribution. 22nd European Young Statisticians Meeting – Proceedings.
    Vitenskapelig kapittel/artikkel
  • Mo, Birger; Martino, Sara; Naversen, Christian Øyn; Aronsen, Gunnar; Rismark, Ole. (2019) Benchmarking Hydro Operation by Use of a Simulator. Proceedings of the 6th International Workshop on Hydro Scheduling in Competitive Electricity Markets.
    Vitenskapelig kapittel/artikkel
  • Martino, Sara; Riebler, Andrea Ingeborg. (2015) Integrated nested Laplace approximations (INLA). Wiley StatsRef: Statistics Reference Online.
    Leksikalsk innførsel

Rapport

  • Martino, Sara; Nipen, Thomas Nils; Lussana, Cristian; Kolberg, Sjur. (2017) A stochastic weather generator based on resampling historical ensemble weather forecasts and its application to hydrological simulation. 2017. SINTEF Rapport (2017:00835).
    Rapport
  • Løland, Anders; Steinbakk, Gunnhildur Högnadóttir; Martino, Sara; Kolberg, Sjur. (2016) Detrending og klimakorrigering av historiske tilsigs- og temperaturserier. 2016. NR-notat (SAMBA/27/16).
    Rapport
  • Martino, Sara; Kolberg, Sjur; Lepioufle, Jean Marie; Leblois, Etienne. (2014) Weather generator: results from a pilot study. 2014. ISBN 978-82-594-3627-6. SINTEF Energi. Rapport (TR A7350).
    Rapport
  • Martino, Sara; Løland, Anders; Mo, Birger; Hobæk Haff, Ingrid. (2014) Statistical properties of historical inflow series for long-term models. 2014. NR-notat (SAMBA/11/14).
    Rapport
  • Hu, Xiangping; Steinsland, Ingelin; Simpson, Daniel Peter; Martino, Sara; Rue, Håvard. (2013) Spatial Modelling of Temperature and Humidity using Systems of Stochastic Partial Differential Equations. 2013.
    Rapport
  • Martino, Sara; Hobæk Haff, Ingrid; Løland, Anders; Mo, Birger. (2013) Statistical properties of historical inflow series for long-term models. 2013. NR-notat (SAMBA/50/13).
    Rapport
  • Hobæk Haff, Ingrid; Martino, Sara; Løland, Anders; Follestad, Turid. (2012) Statistical properties of historical inflow series for long-term models. 2012. NR-notat (SAMBA/50/12).
    Rapport

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