2025

• Stephen, Villejo; Martino, Sara; Finn, Lindgrenn; Janine, Illian. (2025) A data fusion model for meteorological data using the INLA-SPDE method. Journal of the Royal Statistical Society, Series C (Applied Statistics)
  Academic article

2024

• Panunzi, Greta; Moro, Stefano; Márquez, Isabel; Martino, Sara; Colloca, Francesco; Feretti, Francesco. (2024) Estimating the spatial distribution of the white shark in the Mediterranean Sea via an integrated species distribution model accounting for physical barriers. Environmetrics
  Academic article
• Vandeskog, Silius Mortensønn; Martino, Sara; Huser, Raphaël. (2024) An efficient workflow for modelling high-dimensional spatial extremes. Statistics and computing
  Academic article
• Belmont, Jafet Osuna; Martino, Sara; Illian, Janine; Rue, Håvard. (2024) Spatio-temporal occupancy models with INLA. Methods in Ecology and Evolution
  Academic article
• Vandeskog, Silius Mortensønn; Huser, Raphaël; Bruland, Oddbjørn; Martino, Sara. (2024) Fast spatial simulation of extreme high-resolution radar precipitation data using integrated nested Laplace approximations. Journal of the Royal Statistical Society, Series C (Applied Statistics)
  Academic article

2023

• polettini, silvia; Arima, Serena; Martino, Sara. (2023) An Investigation of Models for Under-Reporting in the Analysis of Violence Against Women in Italy. Social Indicators Research
  Academic article
• Skarstein, Emma Sofie; Martino, Sara; Muff, Stefanie. (2023) A joint Bayesian framework for missing data and measurement error using integrated nested Laplace approximations. Biometrical Journal
  Academic article
• Fioravanti, Guido; Martino, Sara; Cameletti, Michela; Toreti, Andrea. (2023) Interpolating climate variables by using INLA and the SPDE approach. International Journal of Climatology
  Academic article

2022

• 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
  Academic article
• 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
  Academic article
• Pace, Daniela Silvia; Panunzi, Greta; 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
  Academic article
• 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
  Academic article
• 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)
  Academic article

2021

• Martino, Sara; Pace, Daniela Silvia; Moro, Stefano; Casoli, Edoardo; Ventura, Daniele; Frachea, Alessandro. (2021) Integration of presence-only data from several sources: a case study on dolphins' spatial distribution. Ecography
  Academic article
• Vandeskog, Silius Mortensønn; Martino, Sara; Castro-Camilo, Daniela. (2021) Modelling block maxima with the blended generalised extreme value distribution.
  Academic chapter/article/Conference paper
• Fioravanti, Guido; Martino, Sara; Cameletti, Michela; Cattani, Giorgio. (2021) Spatio-temporal modelling of PM10 daily concentrations in Italy using the SPDE approach. Atmospheric Environment
  Academic article

2019

• Mo, Birger; Martino, Sara; Naversen, Christian Øyn; Aronsen, Gunnar; Rismark, Ole. (2019) Benchmarking Hydro Operation by Use of a Simulator. Springer Nature
  Academic chapter/article/Conference paper

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
  Academic article
• 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. SINTEF Rapport (2017:00835)
  Report

2016

• Martino, Sara; Kolberg, Sjur. (2016) A study of a Linear Orographic Precipitation Model. SINTEF Energi. Rapport (TR A7613)
  Report
• Løland, Anders; Steinbakk, Gunnhildur Högnadóttir; Martino, Sara; Kolberg, Sjur. (2016) Detrending og klimakorrigering av historiske tilsigs- og temperaturserier. NR-notat (SAMBA/27/16)
  Report

2015

• Martino, Sara; Riebler, Andrea Ingeborg. (2015) Integrated nested Laplace approximations (INLA). John Wiley & Sons
  Encyclopedia article
• 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
  Academic article

2014

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

2013

• Holand, Anna Marie; Steinsland, Ingelin; Martino, Sara; Jensen, Henrik. (2013) Animal Models and Integrated Nested Laplace Approximations. G3: Genes, Genomes, Genetics
  Academic article
• 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. ArXiv
  Report
• Illian, Janine B.; Martino, Sara; Sørbye, Sigrunn Holbek; Gallego-Fernandez, Juan; Zunzunegui, Maria; Esquivias, M. Paz. (2013) Fitting complex ecological point process models with integrated nested Laplace approximation. Methods in Ecology and Evolution
  Academic article
• Martino, Sara; Hobæk Haff, Ingrid; Løland, Anders; Mo, Birger. (2013) Statistical properties of historical inflow series for long-term models. NR-notat (SAMBA/50/13)
  Report

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
  Academic article
• Hobæk Haff, Ingrid ; Martino, Sara; Løland, Anders; Follestad, Turid. (2012) Statistical properties of historical inflow series for long-term models. NR-notat (SAMBA/50/12)
  Report

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
  Academic article
• Martino, Sara; Akerkar, Rupali Rajendra; Rue, Håvard. (2011) Approximate Bayesian Inference for Survival Models. Scandinavian Journal of Statistics
  Academic article

2009

• 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)
  Academic literature review
• Eidsvik, Jo; Martino, Sara; Rue, Håvard. (2009) Approximate Bayesian Inference in Spatial Generalized Linear Mixed Models. Scandinavian Journal of Statistics
  Academic article

2007

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