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Språkvelger

Norsk

Ingelin Steinsland

Ingelin Steinsland

Professor. Vice Dean of research
Department of Mathematical Sciences
Faculty of Information Technology and Electrical Engineering

ingelin.steinsland@ntnu.no
+4773550239 +4792663096 Sentralbygg 2, rom 1240, Gløshaugen, Alfred Getz vei 1
My home page NTNU Covid 19
About Publications Teaching Media

About

Ingelin Steinsland (1974) is professor at the Department of Mathematical Sciences. She is a member of the the Statistics group. Professor Steinsland has a MSc in Industrial Mathematics and a PhD in Statistics from NTNU. She is the Vice Dean of research at the Faculty of Information Technology and Electrical Engineering.

Research

Aim of research: Ingelin Steinsland aims to introduce new statistical methods and knowledge to applied scientists, and develop statistical methods and knowledge based on problems from applied scientists. She has a special focus on models and methods for large datasets, dependecies and uncertainty . Steinsland has some key interests; forecasting for physical systems, especially hydrology, quantitative genetics and citizen science. Recently she has been involved in NTNU's initativ on Covid 19.

Work Experience

  • 2017- Vice Dean of research, Faculty of Information Technology and Electrical Engineering, NTNU
  • 2014- Professor of Statistics, Dept. of Mathematical Sciences, NTNU
  • 2008-2014 Associate Professor, Dept. of Mathematical Sciences, NTNU
  • 2008- Advisor, SINTEF Energy Research (part time)
  • 2006-2007: Researcher SINTEF Energy Research
  • 2004-2006 Post Doctor, Dept.of Mathematical Sciences, NTNU. Project: Markov chain Monte Carlo methods in quantitative genetics
  • 2003-2004 Associate Professor (temporary), Dept. of Mathematical Sciences, NTNU
  • 1998-1999 Software developer in a start-up (VoxelVision AS)

Visiting researcher

  • 2009-2010 Visiting scholar at Department of Statistics, Stanford University, USA
  • 2009-2010 Visiting professor at SAMSI/Duke University, North Carolina, USA
  • 2001-2002 Visiting post graduate at Department of Statistics, Trinity College, Ireland

Publications

  • Chronological
  • By category
  • See all publications in Cristin

2023

  • Sicacha-Parada, Jorge; Pavon-Jordan, Diego; Steinsland, Ingelin; May, Roelof Frans; Stokke, Bård Gunnar. (2023) New spatial models for integrating standardized detection-nondetection and opportunistic presence-only data: application to estimating risk factors associated to powerline-induced death of birds. arXiv.org.
    Academic article

2022

  • Nustad, Haakon Egdetveit; Steinsland, Ingelin; Ollikainen, Miina; Cazaly, Emma; Kaprio, Jaakko; Benjamini, Yuval; Gervin, Kristina; Lyle, Robert. (2022) Modeling dependency structures in 450k DNA methylation data. Bioinformatics. volum 38 (4).
    Academic article
  • Roksvåg, Thea; Steinsland, Ingelin; Engeland, Kolbjørn. (2022) A geostatistical spatially varying coefficient model for mean annual runoff that incorporates process-based simulations and short records. Hydrology and Earth System Sciences (HESS). volum 26.
    Academic article
  • Sicacha Parada, Jorge Armando; Pavòn-Jordàn, Diego; Steinsland, Ingelin; May, Roelof Frans; Stokke, Bård Gunnar; Øien, Ingar Jostein. (2022) A Spatial Modeling Framework for Monitoring Surveys with Different Sampling Protocols with a Case Study for Bird Abundance in Mid-Scandinavia. Journal of Agricultural Biological and Environmental Statistics. volum 27 (3).
    Academic article
  • Vandeskog, Silius Mortensønn; Thorarinsdottir, Thordis Linda; Steinsland, Ingelin; Lindgren, Finn. (2022) Quantile based modeling of diurnal temperature range with the five-parameter lambda distribution. Environmetrics.
    Academic article

2021

  • Roksvåg, Thea; Steinsland, Ingelin; Engeland, Kolbjørn. (2021) Journal of the Royal Statistical Society: Series C (Applied Statistics) Journal of the Royal Statistical Society: Series C (Applied Statistics) ORIGINAL ARTICLE Open Access A two-field geostatistical model combining point and areal observations—A case study of annual runoff predictions in the Voss area. The Journal of the Royal Statistical Society, Series C (Applied Statistics).
    Academic article
  • Strand, Andreas; Brekken, Christian; Leinan, Paul Roger; Steinsland, Ingelin; Hellevik, Leif Rune. (2021) Repeatability in a multiphase pipe flow case study. International Journal of Multiphase Flow. volum 147.
    Academic article
  • Strand, Andreas; Kjølaas, Jørn; Bergstrøm, Trond Harald; Steinsland, Ingelin; Hellevik, Leif Rune. (2021) Closure Law Model Uncertainty Quantification. International Journal for Uncertainty Quantification. volum 12 (3).
    Academic article

2020

  • Omholt, Stig William; Almaas, Eivind; Voigt, Andre; Hovd, Morten; Fossen, Thor Inge; Steinsland, Ingelin. (2020) Derfor bør norske myndigheter endre sin teststrategi. Gemini.
    Feature article
  • Omholt, Stig William; Almaas, Eivind; Voigt, Andre; Hovd, Morten; Fossen, Thor Inge; Steinsland, Ingelin. (2020) Omfattende og rettet testing for covid-19 er en billig, lite inngripende og effektiv intervensjonsstrategi. Aftenposten (morgenutg. : trykt utg.).
    Feature article
  • Parada, Jorge Sicacha; Steinsland, Ingelin; Cretois, Benjamin; Borgelt, Jan. (2020) Accounting for spatial varying sampling effort due to accessibility in Citizen Science data: A case study of moose in Norway. Spatial Statistics.
    Academic article
  • Roksvåg, Thea; Steinsland, Ingelin; Engeland, Kolbjørn. (2020) Estimation of annual runoff by exploiting long-term spatial patterns and short records within a geostatistical framework. Hydrology and Earth System Sciences (HESS). volum 24.
    Academic article
  • Selle, Maria Lie; Steinsland, Ingelin; Lindgren, Finn; Brajkovic, Vladimir; Cubric-Curik, Vlatka; Gorjanc, Gregor. (2020) Hierarchical Modelling of Haplotype Effects on a Phylogeny. Frontiers in Genetics. volum 11.
    Academic article
  • Selle, Maria; Steinsland, Ingelin; Powell, Owen; Hickey, John M.; Gorjanc, Gregor. (2020) Spatial modelling improves genetic evaluation in smallholder breeding programs. Genetics Selection Evolution. volum 52 (1).
    Academic article
  • Strand, Andreas; Smith, Ivar Eskerud; Unander, Tor Erling; Steinsland, Ingelin; Hellevik, Leif Rune. (2020) Uncertainty propagation through a point model for steady-state two-phase pipe flow. Algorithms. volum 13 (3).
    Academic article

2019

  • Blöschl, Günter; Bierkens, Marc F.P.; Chambel, Antonio; Cudennec, Christophe; Destouni, Georgia; Fiori, Aldo; Kirchner, James W.; McDonnell, Jeffrey J.; Savenije, Hubert H.G.; Sivapalan, Murugesu; Stumpp, Christine; Toth, Elena; Volpi, Elena; Carr, Gemma; Lupton, Claire; Salinas, Josè; Széles, Borbála; Viglione, Alberto; Aksoy, Hafzullah; Allen, Scott T.; Amin, Anam; Andréassian, Vazken; Arheimer, Berit; Aryal, Santosh; Baker, Victor; Bardsley, Earl; Barendrecht, Marlies H.; Bartosova, Alena; Batelaan, Okke; Berghuijs, Wouter R.; Beven, Keith; Blume, Theresa; Bogaard, Thom; Borges, Pablo de Amorim; Böttcher, Michael E.; Boulet, Gilles; Breinl, Korbinian; Brilly, Mitja; Brocca, Luca; Buytaert, Wouter; Castellarin, Attilio; Castelletti, Andrea; Chen, Xiaohong; Chen, Yangbo; Chen, Yuanfang; Chifflard, Peter; Dathe, Annette; Lange, Holger; Mernild, Jacob Sebastian Haugaard; Skaugen, Thomas; Steinsland, Ingelin. (2019) Twenty-three unsolved problems in hydrology (UPH) – a community perspective. Hydrological Sciences Journal. volum 64 (10).
    Academic article
  • Hegdahl, Trine Jahr; Engeland, Kolbjørn; Steinsland, Ingelin; Tallaksen, Lena M.. (2019) Streamflow forecast sensitivity to air temperature forecast calibration for 139 Norwegian catchments. Hydrology and Earth System Sciences (HESS). volum 23 (2).
    Academic article
  • Kleiven, Andreas; Steinsland, Ingelin. (2019) Inflow Forecasting for Hydropower Operations: Bayesian Model Averaging for Postprocessing Hydrological Ensembles. Proceedings of the 6th International Workshop on Hydro Scheduling in Competitive Electricity Markets.
    Academic chapter/article/Conference paper
  • Selle, Maria; Steinsland, Ingelin; Hickey, John M.; Gorjanc, Gregor. (2019) Flexible modelling of spatial variation in agricultural field trials with the R package INLA. Theoretical and Applied Genetics. volum 132 (12).
    Academic article

2018

  • Lenzi, Amanda; Steinsland, Ingelin; Pinson, Pierre. (2018) Benefits of spatiotemporal modeling for short-term wind power forecasting at both individual and aggregated levels. Environmetrics. volum 29 (3).
    Academic article

2017

  • Eide, Siri Sofie; Bremnes, John Bjørnar; Steinsland, Ingelin. (2017) Bayesian Model Averaging for Wind Speed Ensemble Forecasts Using Wind Speed and Direction. Weather and forecasting. volum 32 (6).
    Academic article
  • Lenzi, Amanda; Steinsland, Ingelin; Pinson, Pierre. (2017) Benefits of spatio-temporal modelling for short term wind power forecasting at both individual and aggregated levels. 2017.
    Report

2016

  • Engeland, Kolbjørn; Steinsland, Ingelin; Johansen, Stig; Petersen-Øverleir, Asgeir; Kolberg, Sjur. (2016) Effects of uncertainties in hydrological modelling. A case study of a mountainous catchment in Southern Norway. Journal of Hydrology. volum 536.
    Academic article
  • Holand, Anna Marie; Steinsland, Ingelin. (2016) Is my study system good enough? A case study for identifying maternal effects. Ecology and Evolution. volum 6 (11).
    Academic article
  • Hu, Xiangping; Steinsland, Ingelin. (2016) Spatial modeling with system of stochastic partial differential equations. Wiley Interdisciplinary Reviews: Computational Statistics. volum 8 (2).
    Academic article

2015

  • Bruland, Oddbjørn; Færevåg, Åshild; Steinsland, Ingelin; Liston, Glen E.; Sand, Knut. (2015) Weather SDM: estimating snow density with high precision using snow depth and local climate. Hydrology Research. volum 46 (4).
    Academic 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. volum 14 C.
    Academic article

2014

  • Engeland, Kolbjørn; Steinsland, Ingelin. (2014) Probabilistic postprocessing models for flow forecasts for a system of catchments and several lead times. Water Resources Research. volum 50 (1).
    Academic article
  • Ingebrigtsen, Rikke; Lindgren, Finn Kristian; Steinsland, Ingelin; Martino, Sara. (2014) Estimation of a non-stationary model for annual precipitation in southern Norway using replicates of the spatial field. 2014. arXiv.org (1412.2798).
    Report
  • Larsen, Camilla Thorrud; Holand, Anna Marie; Jensen, Henrik; Steinsland, Ingelin; Roulin, Alexandre. (2014) On estimation and identifiability issues of sex-linked inheritance with a case study of pigmentation in Swiss barn owl (Tyto alba). Ecology and Evolution. volum 4 (9).
    Academic article
  • Steinsland, Ingelin; Larsen, Camilla Thorrud; Roulin, Alexandre; Jensen, Henrik. (2014) Quantitative genetic modeling and inference in the presence of nonignorable missing data. Evolution. volum 68 (6).
    Academic article

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).
    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. 2013.
    Report
  • Ingebrigtsen, Rikke; Lindgren, Finn Kristian; Steinsland, Ingelin. (2013) Spatial models with explanatory variables in the dependence structure. Spatial Statistics. volum 8.
    Academic article

2011

  • Jensen, Henrik; Hagen, Ingerid Julie; Billing, Anna Maria; Steinsland, Ingelin; Holand, Anna Marie. (2011) The genetic basis of response to selection and inbreeding depression in natural bird populations - insight from genomics analyses. Microarray Newsletter.
    Article
  • Salazar, Esther; Sanso, Bruno; Finley, Andrew O; Hammerling, Dorit; Steinsland, Ingelin; Wang, Xia; Delamater, Paul. (2011) Comparing and Blending Regional Climate Model Predictions for the American Southwest. Journal of Agricultural Biological and Environmental Statistics. volum 16 (4).
    Academic article

2010

  • Engeland, Kolbjørn; Renard, Benjamin; Steinsland, Ingelin; Kolberg, Sjur. (2010) Evaluation of statistical models for forecast errors from the HBV model. Journal of Hydrology. volum 384 (1-2).
    Academic article
  • Roulin, Alexandre; Altwegg, Res; Jensen, Henrik; Steinsland, Ingelin; Schaub, Michael. (2010) Sex-dependent selection on an autosomal melanic female ornament promotes the evolution of sex ratio bias. Ecology Letters. volum 13 (5).
    Reader opinion piece
  • Steinsland, Ingelin; Jensen, Henrik. (2010) Utilizing Gaussian Markov Random Field Properties of Bayesian Animal models. Biometrics. volum 66 (3).
    Academic article

2009

  • Steinsland, Ingelin; Jensen, Henrik. (2009) Discussion on the Paper by Rue, Martino and Chopin. Journal of The Royal Statistical Society Series B-statistical Methodology. volum 71.
    Short communication

2008

  • Jensen, Henrik; Steinsland, Ingelin; Ringsby, Thor Harald; Sæther, Bernt-Erik. (2008) Evolutionary dynamics of a sexual ornament in the house sparrow (Passer domesticus): The role of indirect selection within and between sexes. Evolution. volum 62.
    Academic literature review

2007

  • Steinsland, Ingelin. (2007) Parallel exact sampling and evaluation of Gaussian Markov random fields. Computational Statistics & Data Analysis. volum 51 (6).
    Academic article
  • Tøfte, Lena S; Steinsland, Ingelin; Kolberg, Sjur. (2007) Evaluering av høgdegradient samt evaluering og korrigering av nedbørvarsel. 2007.
    Report

2006

  • Jensen, Henrik; Steinsland, Ingelin; Ringsby, Thor Harald; Sæther, Bernt-Erik. (2006) Indirect selection as a constraint on the evolution of sexual ornaments and other morphological traits in the House Sparrow. Journal of Ornithology = Journal fur Ornithologie. volum 147.
    Abstract

2005

  • Steinsland, Ingelin; Jensen, Henrik. (2005) Making Inference from Bayesian Animal Models utilising Gaussian Markov Random Field properties. 2005.
    Report
  • Steinsland, Ingelin; Rue, Håvard. (2005) Collapsed Blocks Approximations. 2005.
    Report

2004

  • Hultmann, Lisbeth; Rørå, Anna Maria Bencze; Steinsland, Ingelin; Skåra, Torstein; Rustad, Turid. (2004) Proteolytic activity and properties of proteins in smoked salmon (Salmo salar) - effects of smoking temperature. Food Chemistry. volum 85.
    Academic article
  • Rue, Håvard; Steinsland, Ingelin; Erland, Sveinung. (2004) Approximating hidden Gaussian Markov random fields. Journal of The Royal Statistical Society Series B-statistical Methodology. volum 66 (4).
    Academic article

Journal publications

  • Sicacha-Parada, Jorge; Pavon-Jordan, Diego; Steinsland, Ingelin; May, Roelof Frans; Stokke, Bård Gunnar. (2023) New spatial models for integrating standardized detection-nondetection and opportunistic presence-only data: application to estimating risk factors associated to powerline-induced death of birds. arXiv.org.
    Academic article
  • Nustad, Haakon Egdetveit; Steinsland, Ingelin; Ollikainen, Miina; Cazaly, Emma; Kaprio, Jaakko; Benjamini, Yuval; Gervin, Kristina; Lyle, Robert. (2022) Modeling dependency structures in 450k DNA methylation data. Bioinformatics. volum 38 (4).
    Academic article
  • Roksvåg, Thea; Steinsland, Ingelin; Engeland, Kolbjørn. (2022) A geostatistical spatially varying coefficient model for mean annual runoff that incorporates process-based simulations and short records. Hydrology and Earth System Sciences (HESS). volum 26.
    Academic article
  • Sicacha Parada, Jorge Armando; Pavòn-Jordàn, Diego; Steinsland, Ingelin; May, Roelof Frans; Stokke, Bård Gunnar; Øien, Ingar Jostein. (2022) A Spatial Modeling Framework for Monitoring Surveys with Different Sampling Protocols with a Case Study for Bird Abundance in Mid-Scandinavia. Journal of Agricultural Biological and Environmental Statistics. volum 27 (3).
    Academic article
  • Vandeskog, Silius Mortensønn; Thorarinsdottir, Thordis Linda; Steinsland, Ingelin; Lindgren, Finn. (2022) Quantile based modeling of diurnal temperature range with the five-parameter lambda distribution. Environmetrics.
    Academic article
  • Roksvåg, Thea; Steinsland, Ingelin; Engeland, Kolbjørn. (2021) Journal of the Royal Statistical Society: Series C (Applied Statistics) Journal of the Royal Statistical Society: Series C (Applied Statistics) ORIGINAL ARTICLE Open Access A two-field geostatistical model combining point and areal observations—A case study of annual runoff predictions in the Voss area. The Journal of the Royal Statistical Society, Series C (Applied Statistics).
    Academic article
  • Strand, Andreas; Brekken, Christian; Leinan, Paul Roger; Steinsland, Ingelin; Hellevik, Leif Rune. (2021) Repeatability in a multiphase pipe flow case study. International Journal of Multiphase Flow. volum 147.
    Academic article
  • Strand, Andreas; Kjølaas, Jørn; Bergstrøm, Trond Harald; Steinsland, Ingelin; Hellevik, Leif Rune. (2021) Closure Law Model Uncertainty Quantification. International Journal for Uncertainty Quantification. volum 12 (3).
    Academic article
  • Omholt, Stig William; Almaas, Eivind; Voigt, Andre; Hovd, Morten; Fossen, Thor Inge; Steinsland, Ingelin. (2020) Derfor bør norske myndigheter endre sin teststrategi. Gemini.
    Feature article
  • Omholt, Stig William; Almaas, Eivind; Voigt, Andre; Hovd, Morten; Fossen, Thor Inge; Steinsland, Ingelin. (2020) Omfattende og rettet testing for covid-19 er en billig, lite inngripende og effektiv intervensjonsstrategi. Aftenposten (morgenutg. : trykt utg.).
    Feature article
  • Parada, Jorge Sicacha; Steinsland, Ingelin; Cretois, Benjamin; Borgelt, Jan. (2020) Accounting for spatial varying sampling effort due to accessibility in Citizen Science data: A case study of moose in Norway. Spatial Statistics.
    Academic article
  • Roksvåg, Thea; Steinsland, Ingelin; Engeland, Kolbjørn. (2020) Estimation of annual runoff by exploiting long-term spatial patterns and short records within a geostatistical framework. Hydrology and Earth System Sciences (HESS). volum 24.
    Academic article
  • Selle, Maria Lie; Steinsland, Ingelin; Lindgren, Finn; Brajkovic, Vladimir; Cubric-Curik, Vlatka; Gorjanc, Gregor. (2020) Hierarchical Modelling of Haplotype Effects on a Phylogeny. Frontiers in Genetics. volum 11.
    Academic article
  • Selle, Maria; Steinsland, Ingelin; Powell, Owen; Hickey, John M.; Gorjanc, Gregor. (2020) Spatial modelling improves genetic evaluation in smallholder breeding programs. Genetics Selection Evolution. volum 52 (1).
    Academic article
  • Strand, Andreas; Smith, Ivar Eskerud; Unander, Tor Erling; Steinsland, Ingelin; Hellevik, Leif Rune. (2020) Uncertainty propagation through a point model for steady-state two-phase pipe flow. Algorithms. volum 13 (3).
    Academic article
  • Blöschl, Günter; Bierkens, Marc F.P.; Chambel, Antonio; Cudennec, Christophe; Destouni, Georgia; Fiori, Aldo; Kirchner, James W.; McDonnell, Jeffrey J.; Savenije, Hubert H.G.; Sivapalan, Murugesu; Stumpp, Christine; Toth, Elena; Volpi, Elena; Carr, Gemma; Lupton, Claire; Salinas, Josè; Széles, Borbála; Viglione, Alberto; Aksoy, Hafzullah; Allen, Scott T.; Amin, Anam; Andréassian, Vazken; Arheimer, Berit; Aryal, Santosh; Baker, Victor; Bardsley, Earl; Barendrecht, Marlies H.; Bartosova, Alena; Batelaan, Okke; Berghuijs, Wouter R.; Beven, Keith; Blume, Theresa; Bogaard, Thom; Borges, Pablo de Amorim; Böttcher, Michael E.; Boulet, Gilles; Breinl, Korbinian; Brilly, Mitja; Brocca, Luca; Buytaert, Wouter; Castellarin, Attilio; Castelletti, Andrea; Chen, Xiaohong; Chen, Yangbo; Chen, Yuanfang; Chifflard, Peter; Dathe, Annette; Lange, Holger; Mernild, Jacob Sebastian Haugaard; Skaugen, Thomas; Steinsland, Ingelin. (2019) Twenty-three unsolved problems in hydrology (UPH) – a community perspective. Hydrological Sciences Journal. volum 64 (10).
    Academic article
  • Hegdahl, Trine Jahr; Engeland, Kolbjørn; Steinsland, Ingelin; Tallaksen, Lena M.. (2019) Streamflow forecast sensitivity to air temperature forecast calibration for 139 Norwegian catchments. Hydrology and Earth System Sciences (HESS). volum 23 (2).
    Academic article
  • Selle, Maria; Steinsland, Ingelin; Hickey, John M.; Gorjanc, Gregor. (2019) Flexible modelling of spatial variation in agricultural field trials with the R package INLA. Theoretical and Applied Genetics. volum 132 (12).
    Academic article
  • Lenzi, Amanda; Steinsland, Ingelin; Pinson, Pierre. (2018) Benefits of spatiotemporal modeling for short-term wind power forecasting at both individual and aggregated levels. Environmetrics. volum 29 (3).
    Academic article
  • Eide, Siri Sofie; Bremnes, John Bjørnar; Steinsland, Ingelin. (2017) Bayesian Model Averaging for Wind Speed Ensemble Forecasts Using Wind Speed and Direction. Weather and forecasting. volum 32 (6).
    Academic article
  • Engeland, Kolbjørn; Steinsland, Ingelin; Johansen, Stig; Petersen-Øverleir, Asgeir; Kolberg, Sjur. (2016) Effects of uncertainties in hydrological modelling. A case study of a mountainous catchment in Southern Norway. Journal of Hydrology. volum 536.
    Academic article
  • Holand, Anna Marie; Steinsland, Ingelin. (2016) Is my study system good enough? A case study for identifying maternal effects. Ecology and Evolution. volum 6 (11).
    Academic article
  • Hu, Xiangping; Steinsland, Ingelin. (2016) Spatial modeling with system of stochastic partial differential equations. Wiley Interdisciplinary Reviews: Computational Statistics. volum 8 (2).
    Academic article
  • Bruland, Oddbjørn; Færevåg, Åshild; Steinsland, Ingelin; Liston, Glen E.; Sand, Knut. (2015) Weather SDM: estimating snow density with high precision using snow depth and local climate. Hydrology Research. volum 46 (4).
    Academic 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. volum 14 C.
    Academic article
  • Engeland, Kolbjørn; Steinsland, Ingelin. (2014) Probabilistic postprocessing models for flow forecasts for a system of catchments and several lead times. Water Resources Research. volum 50 (1).
    Academic article
  • Larsen, Camilla Thorrud; Holand, Anna Marie; Jensen, Henrik; Steinsland, Ingelin; Roulin, Alexandre. (2014) On estimation and identifiability issues of sex-linked inheritance with a case study of pigmentation in Swiss barn owl (Tyto alba). Ecology and Evolution. volum 4 (9).
    Academic article
  • Steinsland, Ingelin; Larsen, Camilla Thorrud; Roulin, Alexandre; Jensen, Henrik. (2014) Quantitative genetic modeling and inference in the presence of nonignorable missing data. Evolution. volum 68 (6).
    Academic article
  • Holand, Anna Marie; Steinsland, Ingelin; Martino, Sara; Jensen, Henrik. (2013) Animal Models and Integrated Nested Laplace Approximations. G3: Genes, Genomes, Genetics. volum 3 (8).
    Academic article
  • Ingebrigtsen, Rikke; Lindgren, Finn Kristian; Steinsland, Ingelin. (2013) Spatial models with explanatory variables in the dependence structure. Spatial Statistics. volum 8.
    Academic article
  • Jensen, Henrik; Hagen, Ingerid Julie; Billing, Anna Maria; Steinsland, Ingelin; Holand, Anna Marie. (2011) The genetic basis of response to selection and inbreeding depression in natural bird populations - insight from genomics analyses. Microarray Newsletter.
    Article
  • Salazar, Esther; Sanso, Bruno; Finley, Andrew O; Hammerling, Dorit; Steinsland, Ingelin; Wang, Xia; Delamater, Paul. (2011) Comparing and Blending Regional Climate Model Predictions for the American Southwest. Journal of Agricultural Biological and Environmental Statistics. volum 16 (4).
    Academic article
  • Engeland, Kolbjørn; Renard, Benjamin; Steinsland, Ingelin; Kolberg, Sjur. (2010) Evaluation of statistical models for forecast errors from the HBV model. Journal of Hydrology. volum 384 (1-2).
    Academic article
  • Roulin, Alexandre; Altwegg, Res; Jensen, Henrik; Steinsland, Ingelin; Schaub, Michael. (2010) Sex-dependent selection on an autosomal melanic female ornament promotes the evolution of sex ratio bias. Ecology Letters. volum 13 (5).
    Reader opinion piece
  • Steinsland, Ingelin; Jensen, Henrik. (2010) Utilizing Gaussian Markov Random Field Properties of Bayesian Animal models. Biometrics. volum 66 (3).
    Academic article
  • Steinsland, Ingelin; Jensen, Henrik. (2009) Discussion on the Paper by Rue, Martino and Chopin. Journal of The Royal Statistical Society Series B-statistical Methodology. volum 71.
    Short communication
  • Jensen, Henrik; Steinsland, Ingelin; Ringsby, Thor Harald; Sæther, Bernt-Erik. (2008) Evolutionary dynamics of a sexual ornament in the house sparrow (Passer domesticus): The role of indirect selection within and between sexes. Evolution. volum 62.
    Academic literature review
  • Steinsland, Ingelin. (2007) Parallel exact sampling and evaluation of Gaussian Markov random fields. Computational Statistics & Data Analysis. volum 51 (6).
    Academic article
  • Jensen, Henrik; Steinsland, Ingelin; Ringsby, Thor Harald; Sæther, Bernt-Erik. (2006) Indirect selection as a constraint on the evolution of sexual ornaments and other morphological traits in the House Sparrow. Journal of Ornithology = Journal fur Ornithologie. volum 147.
    Abstract
  • Hultmann, Lisbeth; Rørå, Anna Maria Bencze; Steinsland, Ingelin; Skåra, Torstein; Rustad, Turid. (2004) Proteolytic activity and properties of proteins in smoked salmon (Salmo salar) - effects of smoking temperature. Food Chemistry. volum 85.
    Academic article
  • Rue, Håvard; Steinsland, Ingelin; Erland, Sveinung. (2004) Approximating hidden Gaussian Markov random fields. Journal of The Royal Statistical Society Series B-statistical Methodology. volum 66 (4).
    Academic article

Part of book/report

  • Kleiven, Andreas; Steinsland, Ingelin. (2019) Inflow Forecasting for Hydropower Operations: Bayesian Model Averaging for Postprocessing Hydrological Ensembles. Proceedings of the 6th International Workshop on Hydro Scheduling in Competitive Electricity Markets.
    Academic chapter/article/Conference paper

Report

  • Lenzi, Amanda; Steinsland, Ingelin; Pinson, Pierre. (2017) Benefits of spatio-temporal modelling for short term wind power forecasting at both individual and aggregated levels. 2017.
    Report
  • Ingebrigtsen, Rikke; Lindgren, Finn Kristian; Steinsland, Ingelin; Martino, Sara. (2014) Estimation of a non-stationary model for annual precipitation in southern Norway using replicates of the spatial field. 2014. arXiv.org (1412.2798).
    Report
  • 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.
    Report
  • Tøfte, Lena S; Steinsland, Ingelin; Kolberg, Sjur. (2007) Evaluering av høgdegradient samt evaluering og korrigering av nedbørvarsel. 2007.
    Report
  • Steinsland, Ingelin; Jensen, Henrik. (2005) Making Inference from Bayesian Animal Models utilising Gaussian Markov Random Field properties. 2005.
    Report
  • Steinsland, Ingelin; Rue, Håvard. (2005) Collapsed Blocks Approximations. 2005.
    Report

Teaching

Courses

  • IDT8002 - Project development and management

Media

2022

  • Academic lecture
    Pavòn-Jordàn, Diego; Sicacha, Jorge; May, Roelof Frans; Steinsland, Ingelin; Stokke, Bård Gunnar. (2022) A modelling framework for integrating Scitizen Science data and professional surveys in Ecology: A case study on bird mortality hotspots caused by powerlines. EBCC Conference . EBCC - Vogelwarte; Luzern. 2022-04-04 - 2022-04-08.
  • Poster
    Sicacha, Jorge; Steinsland, Ingelin; Pavòn-Jordàn, Diego; Adjei, Kwaku Peprah. (2022) An unifying Bayesian framework for modeling Citizen Science data. International Society for Bayesian Analysis' World Meeting . International Society for Bayesian Analysis; Montreal. 2022-06-26 - 2022-07-01.

2021

  • Academic lecture
    Roksvåg, Thea; Steinsland, Ingelin; Engeland, Kolbjørn. (2021) Estimating mean annual runoff by using a geostatistical spatially varying coefficient model that incorporates process-based simulations and short records. EGU 2021 ; 2021-04-19 - 2021-04-30.

2020

  • Poster
    Roksvåg, Thea; Steinsland, Ingelin; Engeland, Kolbjørn. (2020) Using Bayesian geostatistical models to correct gridded hydrological products relative to the actually observed streamflow. EGU general assembly 2020 . EGU; Online. 2020-05-04 - 2020-05-08.
  • Academic lecture
    Steinsland, Ingelin; Roksvåg, Thea; Engeland, Kolbjørn. (2020) A new Bayesian hierarchical geostatistical model based on two spatial fields with case studies with short records of annual runoff in Norway. EGU General Assembly . EGU; Wien/Digitalt. 2020-05-04 - 2020-05-08.

2019

  • Academic lecture
    Fuglstad, Jingyi Guo; Steinsland, Ingelin. (2019) Bayesian analysis of streamflow networks. Spatial Statistics: Towards Spatial Science 2019 International Conference ; Sitges. 2019-07-10 - 2019-07-13.
  • Academic lecture
    Sicachá Parada, Jorge Armando; Steinsland, Ingelin; Cretois, Benjamin. (2019) Bayesian hierarchical modeling of citizen science data in biodiversity using INLA: A case study with citizen science data in Norway. Spatial Statistics 2019: Towards spatial data science ; 2019-07-10 - 2019-07-13.

2018

  • Poster
    Engeland, Kolbjørn; Steinsland, Ingelin. (2018) Flood frequency analysis - assessment of uncertainties in flood data, plotting positions and fitted distributions. EGU 2018 ; 2018-04-08 - 2018-04-13.
  • Poster
    Lenzi, Amanda; Steinsland, Ingelin; Pinson, Pierre. (2018) Benefits of spatiotemporal modeling for short-term wind power forecasting at both individual and aggregated levels. 2018 ISBA World MEeting . The International Society for Bayesian Analysis; Edinburgh. 2018-06-24 - 2018-06-29.
  • Poster
    Roksvåg, Thea; Steinsland, Ingelin; Engeland, Kolbjørn. (2018) Prediction of annual runoff by using a Bayesian geostatistical model for combining precipitation gauge observations and runoff observations. 2018 ISBA World MEeting . The International Society for Bayesian Analysis; Edinburgh. 2018-06-24 - 2018-06-29.
  • Academic lecture
    Roksvåg, Thea; Steinsland, Ingelin; Engeland, Kolbjørn. (2018) Prediction of annual runoff by using a Bayesian geostatistical model for combining precipitation gauge observations and runoff observations. European Geosciences Union General Assembly 2018 . European Geosciences Union; Wien. 2018-04-08 - 2018-04-13.
  • Poster
    Selle, Maria; Gorjanc, Gregor; Steinsland, Ingelin. (2018) Bayesian Analysis of Agricultural Field Experiments using R-INLA. 17th meeting of the EUCARPIA Section Biometrics in Plant Breeding ; Gent. 2018-09-03 - 2019-09-05.
  • Poster
    Selle, Maria; Gorjanc, Gregor; Steinsland, Ingelin. (2018) Bayesian analysis of agricultural field experiments using R-INLA. 2018 ISBA World Meeting ; Edinburgh. 2018-06-24 - 2018-06-29.
  • Poster
    Steinsland, Ingelin; Mortensen, Markus; Kraemer, Frank Alexander; Werner, Stefan. (2018) Towards Smart, Resource-Constrained Environmental Sensor Networks. European Geosciences Union General Assembly 2018 ; 2018-04-08 - 2018-04-13.

2017

  • Poster
    Guo, Jingyi; Roksvåg, Thea; Steinsland, Ingelin. (2017) On combining point and area measurements for a non-stationary spatial model. spatial statistics 2017 ; Lancaster. 2017-07-04 - 2017-07-07.
  • Academic lecture
    Guo, Jingyi; Roksvåg, Thea; Steinsland, Ingelin. (2017) On combining point and area measurements for annual runoff predictions - A non-stationary model. Statistics seminar . University of Washington; Seattle. 2017-10-27.
  • Academic lecture
    Lenzi, Amanda; Steinsland, Ingelin; Pinson, Pierre. (2017) Why, when and how? Spatio-temporal modelling for short term wind power forcast. European Geosciences Union General Assembly 2017 . European Geosciences Union; Wien. 2017-04-23 - 2017-04-28.
  • Lecture
    Roksvåg, Thea; Engeland, Kolbjørn; Steinsland, Ingelin. (2017) A Bayesian spatial model for utilising precipitation gauge observations and runoff observations for annual runoff predictions. Norsk statistikermøte ; 2017-06-12 - 2017-06-15.
  • Lecture
    Roksvåg, Thea; Steinsland, Ingelin; Engeland, Kolbjørn. (2017) A Bayesian spatial model for utilising precipitation gauge observations and runoff observations for annual runoff predictions. European Geosciences Union General Assembly 2017 ; 2017-04-23 - 2017-04-28.

2016

  • Poster
    Roksvåg, Thea; Steinsland, Ingelin. (2016) A Bayesian latent Gaussian spatial model for area and point observations and predictions. The Fifth Workshop on Bayesian Inference for Latent Gaussian Models with Applications ; Bath. 2016-09-14 - 2016-09-16.

2014

  • Poster
    Engeland, Kolbjørn; Steinsland, Ingelin; Johansen, Stian Solvang; Petersen-Øverleir, Asgeir; Kolberg, Sjur. (2014) The effect of uncertainty and systematic errors in hydrological modelling A Case study of the Osali catchment. AGUFall Meeting . AGU; San Francisco. 2014-12-15 - 2014-12-19.
  • Academic lecture
    Holand, Anna Marie; Steinsland, Ingelin. (2014) Is my study system good enough?. Wild Animal Model Bi-Annual Meeting 5, Scotland ; Kindrogan Field Station, Perthshire , Scotland. 2014-07-21 - 2014-07-26.
  • Academic lecture
    Hu, Xiangping; Steinsland, Ingelin; Simpson, Daniel Peter; Martino, Sara; Rue, Håvard. (2014) Spatial Modelling of Temperature and Humidity using Systems of Stochastic Partial Differential Equations. Joint Statistical Meeting . ASA; Boston. 2014-08-02 - 2014-08-08.
  • Lecture
    Steinsland, Ingelin. (2014) Pedigree Based Models and Fast Bayesian Inference. Workshop in Biostatistics . Stanford University; 2014-12-04 - 2014-12-04.

2013

  • Academic lecture
    Hu, Xiangping; Steinsland, Ingelin; Simpson, Daniel Peter; Martino, Sara; Rue, Håvard. (2013) Bivariate Random Fields with System of SPDEs for Spatial Modelling of Temperature and Humidit. The 17th Norwegian Statistical Conference ; Halden. 2013-06-10 - 2013-06-13.
  • Poster
    Ingebrigtsen, Rikke; Lindgren, Finn Kristian; Steinsland, Ingelin. (2013) Using Stochastic Partial Differential Equation (SPDE) Models for Non-Stationary Spatial modelling. With a Case Study of Annual Precipitation in Southern Norway. European Geosciences Union General Assembly 2013 . EGU; Wien. 2013-04-07 - 2013-04-12.
  • Lecture
    Steinsland, Ingelin; Engeland, Kolbjørn. (2013) Temporal-spatial post processing models for probabilistic inflow forecasts combining hydrological and persistent forecasts with inflow climatology. European Geosciences Union General Assembly 2013 . EGU; Wien. 2013-04-07 - 2013-04-12.

2012

  • Poster
    Holand, Anna Marie; Steinsland, Ingelin; Martino, Sara; Jensen, Henrik. (2012) Bayesian animal model using integrated nested Laplace approximations: a wild house sparrow population case study. The Second Workshop on Bayesian Inference for Latent Gaussian Models with Applications ; Trondheim. 2012-05-30 - 2012-06-01.
  • Poster
    Holand, Anna Marie; Steinsland, Ingelin; Martino, Sara; Jensen, Henrik. (2012) Bayesian animal model using integrated nested Laplace approximations: a wild house sparrow population case study. 4th International Conference on Quantitative Genetics ; Edinburgh. 2012-06-17 - 2012-06-22.
  • Academic lecture
    Ingebrigtsen, Rikke; Lindgren, Finn Kristian; Steinsland, Ingelin. (2012) Using Stochastic Partial Differential Equation Models for Spatial Reconstruction of Annual Precipitation. Ninth International Geostatistics Congress . Norwegian Computing Center, University of Oslo, and NTNU; Oslo. 2012-06-11 - 2012-06-15.
  • Academic lecture
    Ingebrigtsen, Rikke; Lindgren, Finn Kristian; Steinsland, Ingelin. (2012) Using Stochastic Partial Equations for Non-stationary, Anisotropic Spatial Modeling. With a case study of Annual Precipitation in Southern Norway. University of Miami’s Spatial Statistics Conference 2012 . University of Miami; Miami. 2012-12-13 - 2013-12-15.
  • Academic lecture
    Jensen, Henrik; Hagen, Ingerid Julie; Kvalnes, Thomas; Billing, Anna Maria; Steinsland, Ingelin; Engen, Steinar; Holand, Anna Marie; Ringsby, Thor Harald; Slate, Jon; Sæther, Bernt-Erik. (2012) "Experimental evolution" and high-density SNP-genotyping in house sparrows. Seminar at Molecular Ecology and Evolution Lab, Lund University . Molecular Ecology and Evolution Lab, Lund University; Lund. 2012-03-01 - 2012-03-01.

2011

  • Poster
    Holand, Anna Marie; Steinsland, Ingelin; Martino, Sara; Jensen, Henrik. (2011) Bayesian animal models using integrated nested Laplace approximations: a wild house sparrow population case study. European Society for Evolutionary Biology 13th Congress . European Society for Evolutionary Biology; Tübingen. 2011-08-20 - 2011-08-25.
  • Academic lecture
    Jensen, Henrik; Steinsland, Ingelin; Holand, Anna Marie; Hagen, Ingerid Julie; Kvalnes, Thomas; Ringsby, Thor Harald; Sæther, Bernt-Erik. (2011) Artificial selection on body size in the wild: why we develop 10k SNP chips for house sparrows. Wild Animal Model Bi-Annual Meeting 4, Korsika ; Korsika. 2011-09-18 - 2011-09-23.
  • Academic lecture
    Steinsland, Ingelin; Holand, Anna Marie; Martino, Sara; Jensen, Henrik. (2011) Animal model and Integrated Nested Laplace Approximations. Wild Animal Model Bi-Annual Meeting 4 ; Korsika. 2011-09-18 - 2011-09-23.

2010

  • Poster
    Holand, Anna Marie; Steinsland, Ingelin; Jensen, Henrik. (2010) Development of Bayesian animal models to estimate heritable genetic variation in fitness-related traits in natural populations. Sustainable Conservation: Bridging the gap between disciplines . Centre for Conservation Biology, NTNU; Trondheim. 2010-03-15 - 2010-03-18.
  • Academic lecture
    Holand, Anna Marie; Steinsland, Ingelin; Martino, Sara; Jensen, Henrik. (2010) Bayesian animal model using integrated nested Laplace approximations: a wild House Sparrow population case study. Ecology, Evolutionary Biology, and Behavior (EEBB) Graduate Colloquium, Michigan State University ; 2010-04-14.
  • Academic lecture
    Holand, Anna Marie; Steinsland, Ingelin; Martino, Sara; Jensen, Henrik. (2010) Bayesian animal model using integrated nested Laplaceapproximations: a wild house sparrow population case study. 23rd Nordic Conference on Mathematical Statistics , NORDSTAT 2010 ; Voss. 2010-06-14 - 2010-06-17.
  • Poster
    Holand, Anna Marie; Steinsland, Ingelin; Martino, Sara; Jensen, Henrik. (2010) Bayesian animal model using integrated nested Laplaceapproximations: a wild house sparrow population case study. Ninth Valencia International Meeting on Bayesian Statistics 2010 World Meeting of the International Society for Bayesian Analysis Benidorm ; Alicante. 2010-06-03 - 2010-06-08.
  • Poster
    Holand, Anna Marie; Steinsland, Ingelin; Martino, Sara; Jensen, Henrik. (2010) Development of Bayesian animal models to estimate heritable genetic variation in fitness-related traits in natural populations. Sustainable Conservation: Bridging the gap between disciplines . Centre for Conservation Biology at NTNU; 2010-03-15 - 2010-03-18.

2009

  • Academic lecture
    Holand, Anna Marie; Steinsland, Ingelin; Jensen, Henrik. (2009) Making inference from a Bayesian animal model without doing MCMC. Wild Animal Model Bi-Annual Meeting 3 ; Degioz. 2009-06-21 - 2009-06-26.
  • Academic lecture
    Jensen, Henrik; Steinsland, Ingelin. (2009) Evolutionary dynamics - any influence of two sexes?. Wild Animal Model Bi-Annual Meeting 3 ; Degioz. 2009-06-21 - 2009-06-26.
  • Academic lecture
    Roulin, Alexandre; Altwegg, Res; Jensen, Henrik; Steinsland, Ingelin; Schaub, Michael. (2009) Masculinized females invest in sons and feminized males in daughters. European Society for Evolutionary Biology 12th Congress . European Society for Evolutionary Biology; Torino. 2009-08-24 - 2009-08-29.
  • Academic lecture
    Steinsland, Ingelin; Holand, Anna Marie; Jensen, Henrik. (2009) Animal Model and INLA. INLA users workshop May 2009 ; Trondheim. 2009-05-14 - 2009-05-15.

2008

  • Poster
    Steinsland, Ingelin; Jensen, Henrik. (2008) Bayesian House Sparrows and Quantitative Genetics. 9th World Conference of the International Society for Bayesian Analysis . Australasian Society for Bayesian Analysis; Hamilton Island. 2008-07-21 - 2008-07-25.

2007

  • Academic lecture
    Jensen, Henrik; Steinsland, Ingelin; Ringsby, Thor Harald; Sæther, Bernt-Erik. (2007) Evolutionary dynamics of a sexual ornament in the house sparrow: the role of indirect selection within and between sexes. Wild Animal Model Bi-Annual Meeting . Dr. J. Brommer, Helsinki og Dr. L. Gustavsson, Uppsala; Gotland. 2007-08-27 - 2007-08-30.

2005

  • Academic lecture
    Jensen, Henrik; Steinsland, Ingelin; Ringsby, Thor Harald; Sæther, Bernt-Erik. (2005) Constraints on evolution of a sexually selected trait in house sparrows. 10th Congress European Society for Evolutionary Biology . European Society for Evolutionary Biology; Krakow. 2005-08-15 - 2005-08-20.
  • Academic lecture
    Jensen, Henrik; Steinsland, Ingelin; Ringsby, Thor Harald; Sæther, Bernt-Erik. (2005) Constraints on the evolution of a sexual ornament (and other traits) in house sparrows. Guest lecture . Department of Animal and Plant Sciences; University of Sheffield. 2005-09-07 - 2005-09-07.
  • Poster
    Steinsland, Ingelin; Jensen, Henrik. (2005) Bayesian Inference of Multiple-Traits in a House Sparrow Population using the Animal Model. 10th Congress European Society for Evolutionary Biology . European Society for Evolutionary Biology; Krakow. 2005-08-15 - 2005-08-20.
  • Academic lecture
    Steinsland, Ingelin; Jensen, Henrik. (2005) Quantitative Genetics, House Sparrows and a Multivariate Gaussian Markov Random Field Model. 25th European Meeting of Statisticians . Universitetet i Oslo og Norsk Regnesentral; Oslo. 2005-07-24 - 2005-07-28.
  • Poster
    Steinsland, Ingelin; Jensen, Henrik. (2005) Quantitative Genetics, House Sparrows and a Multivariate Gaussian Random Field models. 2nd IMS/ISBA joint meeting . Institute of Mathematical Statistics & Intern society of Bay; Bormio. 2005-01-12 - 2005-01-14.
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