Publications

Sorted by year

2026

• Karina Lilleborge, Sara Martino, Geir-Arne Fuglstad, Finn Lindgren, Rikke Ingebrigtsen Joint modeling of line and point data on metric graphs. Spatial Statistics. DOI. [Article].

• Kavitha, A K, Adair, Timothy, Fazaeli, Ali Akbar, Aronsson, Emma Amanda, Ashaba, Maggie, Backhaus-Hoven, Insa Linnea WHO launches global network of institutes to strengthen capacity for health inequality monitoring. International Journal for Equity in Health. DOI. [Article].

• Riebler, Andrea Ingeborg, Martino, Sara, Eikemo, Terje Andreas Designing Fairer Futures: How CHAIN Uses Data to Reduce Global Health Inequality. Link. [Misc].

2025

• Ricciotti, Lorena, Pollice, Alessio, Picone, Marco, Martino, Sara Cost-to-coast: space–time modeling of coast defense funds and environmental drivers in Italy. Environmental and Ecological Statistics. DOI. [Article].

• Stephen, Villejo, Martino, Sara, Lindgren, Finn, Illian, Janine A data fusion model for meteorological data using the INLA-SPDE method. Journal of the Royal Statistical Society, Series C (Applied Statistics). DOI. [Article].

• Hoven, Hanno, Eikemo, Terje Andreas, Backhaus-Hoven, Insa Linnea, Riebler, Andrea Ingeborg, Fitzgerald, Rory, Martino, Sara The second Health Inequalities Module in the European Social Survey (ESS): Methodology and research opportunities. Social Science and Medicine. DOI. [Article].

2024

• Panunzi, Greta, Moro, Stefano, Marquez, Isabel, Martino, Sara, Colloca, Francesco, Feretti, Francesco Estimating the spatial distribution of the white shark in the Mediterranean Sea via an integrated species distribution model accounting for physical barriers. Environmetrics. DOI. [Article].

• Vandeskog, Silius Mortensønn, Huser, Raphaël, Bruland, Oddbjørn, Martino, Sara 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). [Article].

• Belmont, Jafet Osuna, Martino, Sara, Illian, Janine, Rue, Håvard Spatio-temporal occupancy models with INLA. Methods in Ecology and Evolution. [Article].

• Vandeskog, Silius Mortensønn, Martino, Sara, Huser, Raphaël An efficient workflow for modelling high-dimensional spatial extremes. Statistics and Computing. [Article].

2023

• Polettini, Silvia, Arima, Serena, Martino, Sara An Investigation of Models for Under-Reporting in the Analysis of Violence Against Women in Italy. Social Indicators Research. [Article].

• Fioravanti, Guido, Martino, Sara, Cameletti, Michela, Toreti, Andrea Interpolating climate variables by using INLA and the SPDE approach. International Journal of Climatology. [Article].

• Skarstein, Emma Sofie, Martino, Sara, Muff, Stefanie A joint Bayesian framework for missing data and measurement error using integrated nested Laplace approximations. Biometrical Journal. [Article].

• Martino, Sara, Steinsland, Ingelin, Bruland, Oddbjørn, Vandeskog, Silius Mortensønn Efficient high-dimensional modelling of temperature and extreme precipitation. [Phdthesis].

2022

• Pace, Daniela Silvia, Panunzi, Greta, Arcangeli, Antonella, Moro, Stefano, Lasinio, Giovanna Jona, Martino, Sara Seasonal distribution of an opportunistic apex predator (Tursiops truncatus) in marine coastal habitats of the Western Mediterranean Sea. Frontiers in Marine Science. [Article].

• Barmoudeh, Leila, Baghishani, Hossein, Martino, Sara Bayesian spatial analysis of crash severity data with the INLA approach: Assessment of different identification constraints. Accident Analysis and Prevention. [Article].

• Berild, Martin Outzen, Martino, Sara, Gómez-Rubio, Virgilio, Rue, Håvard Importance Sampling with the Integrated Nested Laplace Approximation. Journal of Computational and Graphical Statistics. [Article].

• Vandeskog, Silius Mortensønn, Martino, Sara, Castro-Camilo, Daniela, Rue, Håvard Modelling Sub-daily Precipitation Extremes with the Blended Generalised Extreme Value Distribution. Journal of Agricultural Biological and Environmental Statistics. [Article].

• Fioravanti, Guido, Cameletti, Michela, Martino, Sara, Cattani, Giorgio, Pisoni, Enrico A spatiotemporal analysis of NO2 concentrations during the Italian 2020 COVID-19 lockdown. Environmetrics. [Article].

2021

• Martino, Sara, Pace, Daniela Silvia, Moro, Stefano, Casoli, Edoardo, Ventura, Daniele, Frachea, Alessandro Integration of presence-only data from several sources: a case study on dolphins’ spatial distribution. Ecography. [Article].

• Fioravanti, Guido, Martino, Sara, Cameletti, Michela, Cattani, Giorgio Spatio-temporal modelling of PM10 daily concentrations in Italy using the SPDE approach. Atmospheric Environment. [Article].

• Vandeskog, Silius Mortensønn, Martino, Sara, Castro-Camilo, Daniela Modelling block maxima with the blended generalised extreme value distribution. [Techreport].

2019

• Mo, Birger, Martino, Sara, Naversen, Christian Øyn, Aronsen, Gunnar, Rismark, Ole Benchmarking Hydro Operation by Use of a Simulator. [Techreport].

2017

• Francois, B., Martino, Sara, Tøfte, Lena S, Hingray, Benoît, Mo, Birger, Creutin, Jean-Dominique Effects of Increased Wind Power Generation on Mid-Norway’s Energy Balance under Climate Change: A Market Based Approach. Energies. [Article].

• Martino, Sara, Nipen, Thomas Nils, Lussana, Cristian, Kolberg, Sjur A stochastic weather generator based on resampling historical ensemble weather forecasts and its application to hydrological simulation. [Techreport].

2016

• Martino, Sara, Kolberg, Sjur A study of a Linear Orographic Precipitation Model. [Techreport].

• Løland, Anders, Steinbakk, Gunnhildur Högnadóttir, Martino, Sara, Kolberg, Sjur Detrending og klimakorrigering av historiske tilsigs- og temperaturserier. [Techreport].

2015

• Ingebrigtsen, Rikke, Lindgren, Finn, Steinsland, Ingelin, Martino, Sara Estimation of a non-stationary model for annual precipitation in southern Norway using replicates of the spatial field. Spatial Statistics. [Article].

• Martino, Sara, Riebler, Andrea Ingeborg Integrated nested Laplace approximations (INLA). [Misc].

2014

• Martino, Sara, Løland, Anders, Mo, Birger, Haff, Ingrid Hobæk Statistical properties of historical inflow series for long-term models. [Techreport].

• Martino, Sara, Kolberg, Sjur, Lepioufle, Jean Marie, Leblois, Etienne Weather generator: results from a pilot study. [Techreport].

2013

• Illian, Janine B., Martino, Sara, Sørbye, Sigrunn Holbek, Gallego-Fernandez, Juan, Zunzunegui, Maria, Esquivias, M. Paz Fitting complex ecological point process models with integrated nested Laplace approximation. Methods in Ecology and Evolution. [Article].

• Holand, Anna Marie, Steinsland, Ingelin, Martino, Sara, Jensen, Henrik Animal Models and Integrated Nested Laplace Approximations. G3: Genes, Genomes, Genetics. [Article].

• Hu, Xiangping, Steinsland, Ingelin, Simpson, Daniel Peter, Martino, Sara, Rue, Håvard Spatial Modelling of Temperature and Humidity using Systems of Stochastic Partial Differential Equations. [Techreport].

• Haff, Ingrid Hobæk, Martino, Sara, Løland, Anders, Follestad, Turid Statistical properties of historical inflow series for long-term models. [Techreport].

2012

• Beguin, J, Martino, Sara, Rue, Håvard, Cumming, SG Hierarchical analysis of spatially autocorrelated ecological data using integrated nested Laplace approximation. Methods in Ecology and Evolution. [Article].

2011

• Martino, Sara, Akerkar, Rupali Rajendra, Rue, Håvard Approximate Bayesian Inference for Survival Models. Scandinavian Journal of Statistics. [Article].

• Martino, Sara, Aas, Kjersti, Lindqvist, Ola, Neef, Linda Reiersølmoen, Rue, Håvard Estimating stochastic volatility models using integrated nested Laplace approximations. European Journal of Finance. [Article].

2009

• Eidsvik, Jo, Martino, Sara, Rue, Håvard Approximate Bayesian Inference in Spatial Generalized Linear Mixed Models. Scandinavian Journal of Statistics. [Article].

• Rue, Håvard, Martino, Sara, Chopin, N Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations. Journal of the Royal Statistical Society, Series B (Statistical Methodology). [Article].

2007

• Rue, Håvard, Martino, Sara Approximate Bayesian inference for hierarchical Gaussian Markov random field models. Journal of Statistical Planning and Inference. [Article].