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Publication profile

Peter Guttorp

Peter, Guttorp
Name: Peter Guttorp
Title: Professor II
Phone: (+47) 22852500
Email: peterg [at] nr [dot] no
Scientific areas: Space-time models, Extremes, Stochastic modelling, Climate, Environment, Hematology
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    Academic anthologies

    2012

    Guttorp, Peter; Brillinger, David R. (eds). Selected works of David Brillinger. Springer Science+Business Media B.V.. (ISBN 9781461413431). pp 613. 2012. Review 

    Academic journal articles

    2020

    Nancy, Garcia; Guttorp, Peter; Guillerme, Ludwig. Interacting cluster point process model for epidermal nerve fibers. Spatial Statistics (ISSN 2211-6753). 35 doi: 10.1016/j.spasta.2020.100414. 2020.

    Schmidt, Alexandra M.; Guttorp, Peter. Flexible spatial covariance functions. Spatial Statistics (ISSN 2211-6753). 37 doi: 10.1016/j.spasta.2020.100416. 2020.

    2019

    Steel, E. Ashley; Liermann, Martin; Guttorp, Peter. Beyond Calculations: A Course in Statistical Thinking. American Statistician (ISSN 0003-1305). 73(1) pp 392-401. doi: 10.1080/00031305.2018.1505657. 2019.

    2018

    Guttorp, Peter; Lindgren, Georg. Why distinguish between statistics and mathematical statistics? The case of Swedish academia. International Statistical Review (ISSN 0306-7734). pp 1-17. doi: 10.1111/insr.12275. 2018.

    Podschwit, Harry; Guttorp, Peter; Larkin, Narasimhan; Steel, E. Ashley. Estimating wildfire growth from noisy and incomplete incident data using a state space model. Environmental and Ecological Statistics (ISSN 1352-8505). pp 1-16. doi: 10.1007/s10651-018-0407-5. 2018.

    2017

    Thorarinsdottir, Thordis Linda; Guttorp, Peter; Drews, Martin; Skougaard Kaspersen, Per; Bruin, Karianne de. Sea level adaptation decisions under uncertainty. Water Resources Research (ISSN 0043-1397). 53(10) pp 8147-8163. doi: 10.1002/2016WR020354. 2017. Full-text 

    2016

    Andersson, Claes; Guttorp, Peter; Särkkä, Aila. Discovering early diabetic neuropathy from epidermal nerve fiber patterns. Statistics in Medicine (ISSN 0277-6715). 35(24) pp 4427-4442. doi: 10.1002/sim.7009. 2016.

    Bolin, David; Frigessi, Arnoldo; Guttorp, Peter; Haug, Ola; Orskaug, Elisabeth; Scheel, Ida; Wallin, Jonas. Calibrating regionally downscaled precipitation over Norway through quantile-based approaches. Advances in Statistical Climatology, Meteorology and Oceanography (ASCMO) (ISSN 2364-3579). 2 pp 39-47. doi: 10.5194/ascmo-2-39-2016. 2016. Institutional archive  Full-text 

    Ylitalo, Anna-Kaisa; Särkkä, Aila; Guttorp, Peter. What we look at in paintings: A comparison between experienced and inexperienced art viewers. Annals of Applied Statistics (ISSN 1932-6157). 10(2) pp 549-574. doi: 10.1214/16-AOAS921. 2016.

    2015

    Bolin, David; Guttorp, Peter; Januzzi, Alex; Jones, Daniel; Novak, Marie; Podschwit, Harry; Richardson, Lee; Särkkä, Aila; Sowder, Colin; Zimmerman, Aaron. Statistical prediction of global sea level from global temperature. Statistica sinica (ISSN 1017-0405). 25 pp 351-367. doi: 10.5705/ss.2013.222w. 2015.

    Guttorp, Peter; Xu, Jason; Minin, Vladimir N; Kato-Maeda, Midori. Likelihood-based inference for discretely observed birth–death-shift processes, with applications to evolution of mobile genetic elements. Biometrics (ISSN 0006-341X). 71(4) pp 1009-1021. doi: 10.1111/biom.12352. 2015.

    Guttorp, Peter; Perlman, Michael D. Predicting extinction or explosion in a Galton–Watson branching process with power series offspring distribution. Journal of Statistical Planning and Inference (ISSN 0378-3758). 167 pp 193-215. doi: 10.1016/j.jspi.2015.04.009. 2015.

    2014

    Craigmile, Peter F.; Guttorp, Peter; Lund, Robert; Smith, Richard L.; Thorne, Peter; Arndt, Derek. Warm streaks in the U.S. temperature record: What are the chances? Journal of Geophysical Research (JGR): Atmospheres (ISSN 2169-897X). 119(10) pp 5757-5766. doi: 10.1002/2013JD021446. 2014.

    Guttorp, Peter. Statistics and climate. Annual Review of Statistics and Its Application (ISSN 2326-8298). 1 pp 87-101. doi: 10.1146/annurev-statistics-022513-115648. 2014.

    Guttorp, Peter; Januzzi, Alex; Novak, Marie; Podschwit, Harry; Richardson, Lee; Sowder, Colin D.; Zimmerman, Aaron; Bolin, David; Särkkä, Aila. Assessing the uncertainty in projecting local mean sea level from global temperature. Journal of Applied Meteorology and Climatology (ISSN 1558-8424). 53(9) pp 2163-2170. doi: 10.1175/JAMC-D-13-0308.1. 2014.

    Neto, Joaquim Henriques Vianna; Schmidt, Alexandra M.; Guttorp, Peter. Accounting for spatially varying directional effects in spatial covariance structures. Journal of the Royal Statistical Society, Series C: Applied Statistics (ISSN 0035-9254). 63(1) pp 103-122. doi: 10.1111/rssc.12027. 2014.

    2013

    Guttorp, Peter; Kim, Tae Yen. Uncertainty in Ranking the Hottest Years of U.S. Surface Temperatures. Journal of Climate (ISSN 0894-8755). 26(17) pp 6323-6328. doi: 10.1175/JCLI-D-12-00760.1. 2013.

    Ma, Yuting; Guttorp, Peter. Estimating daily mean temperature from synoptic climate observations. International Journal of Climatology (ISSN 0899-8418). 33(5) pp 1264-1269. doi: 10.1002/joc.3510. 2013.

    2012

    Aldrin, Magne; Holden, Marit; Guttorp, Peter; Skeie, Ragnhild Bieltvedt; Myhre, Gunnar; Berntsen, Terje Koren. Bayesian estimation of climate sensitivity based on a simple climate model fitted to observations of hemispheric temperatures and global ocean heat content. Environmetrics (ISSN 1180-4009). 23(3) pp 253-271. doi: 10.1002/env.2140. 2012.

    Berrocal, Veronica J; Craigmile, Peter F.; Guttorp, Peter. Regional climate model assessment using statistical upscaling and downscaling techniques. Environmetrics (ISSN 1180-4009). 23(5) pp 482-492. doi: 10.1002/env.2145. 2012.

    Guttorp, Peter. Climate Statistics and Public Policy. Statistics, Politics and Policy (ISSN 2151-7509). 3(1) doi: 10.1515/2151-7509.1055. 2012.

    2011

    Catlin, Sandra N.; Busque, Lambert; Gale, Rosemary E.; Guttorp, Peter; Abkowitz, Janis L.. The replication rate of human hematopoietic stem cells in vivo. Blood (ISSN 0006-4971). 117(17) pp 4460-4466. doi: 10.1182/blood-2010-08-303537. 2011.

    Guttorp, Peter; Craigmile, Peter F.. Space-time modelling of trends in temperature series. Journal of Time Series Analysis (ISSN 0143-9782). 32(4) pp 378-395. doi: 10.1111/j.1467-9892.2011.00733.x. 2011.

    Guttorp, Peter. The role of statisticians in international science policy. Environmetrics (ISSN 1180-4009). 22(7) pp 817-825. doi: 10.1002/env.1109. 2011.

    Guttorp, Peter; Xu, Jia. Climate change, trends in extremes, and model assessment for a long temperature time series from Sweden. Environmetrics (ISSN 1180-4009). 22(3) pp 456-463. doi: 10.1002/env.1099. 2011.

    Orskaug, Elisabeth; Scheel, Ida; Frigessi, Arnoldo; Guttorp, Peter; Haugen, Jan Erik; Tveito, Ole Einar; Haug, Ola. Evaluation of a dynamic downscaling of precipitation over the Norwegian mainland. Tellus. Series A, Dynamic meteorology and oceanography (ISSN 0280-6495). 63(4) pp 746-756. doi: 10.1111/j.1600-0870.2011.00525.x. 2011.

    Schmidt, AM; Guttorp, Peter; O'Hagan, A. Considering covariates in the covariance structure of spatial processes. Environmetrics (ISSN 1180-4009). 22(4) pp 487-500. doi: 10.1002/env.1101. 2011.

    Warton, David I.; Guttorp, Peter. Compositional analysis of overdispersed counts using generalized estimating equations. Environmental and Ecological Statistics (ISSN 1352-8505). 18(3) pp 427-446. doi: 10.1007/s10651-010-0145-9. 2011.

    2010

    Smith, Richard L.; Berliner, L. Mark; Guttorp, Peter. Statisticians Comment on Status of Climate Change Science. Ukjent http://magazine.amstat.org/2010/03/climatemar10/ 2010.

    Academic literature reviews

    2017

    Benestad, Rasmus; Sillmann, Jana; Thorarinsdottir, Thordis Linda; Guttorp, Peter; Mesquita, Michel d. S.; Tye, Mari R.; Uotila, Petteri; Fox Maule, Cathrine; Thejll, Peter; Drews, Martin; Parding, Kajsa. New vigour involving statisticians to overcome ensemble fatigue. Nature Climate Change (ISSN 1758-678X). 7(10) pp 697-703. doi: 10.1038/nclimate3393. 2017.

    2012

    Guttorp, Peter; Thorarinsdottir, Thordis L.. What Happened to Discrete Chaos, the Quenouille Process, and the Sharp Markov Property? Some History of Stochastic Point Processes. International Statistical Review (ISSN 0306-7734). 80(2) pp 253-268. doi: 10.1111/j.1751-5823.2012.00181.x. 2012.

    Short communications

    2011

    Guttorp, Peter; Das, Barnali. Discussion on Lindgren, Lindström and Rue,"An explicit link between Gaussian fields and Gaussian Markov random fields: The stochastic partial differential equation approach". Journal of The Royal Statistical Society Series B-statistical Methodology (ISSN 1369-7412). 73(4) pp 472-473. doi: 10.1111/j.1467-9868.2011.00777.x. 2011.

    Book reviews

    2019

    Guttorp, Peter; Thorarinsdottir, Thordis Linda. Local Climate Projections: A Little Money Goes a Long Way. 2019.

    2011

    Guttorp, Peter. Book review: Hidden Markov Models for Time Series: An Introduction Using R by ZUCCHINI, W. and MACDONALD, I. L. 2011.

    Academic chapters

    2012

    Guttorp, Peter; Thorarinsdottir, Thordis L.. Bayesian Inference for Non-Markovian Point Processes. In: Advances and Challenges in Space-time Modelling of Natural Events. (ISBN 978-3-642-17085-0). pp 79-102. 2012. Full-text 

    Academic lectures

    2019

    Guttorp, Peter. Beyond calculation: Teaching statistical thinking. Konferanse, IASE Satellite Conference; Kuala Lumpur, 13.08.2019 - 16.08.2019.

    Guttorp, Peter. Nonstationary modeling of storm surges. Konferanse, World Statistics Conference 2019; Kuala Lumpur, 18.08.2019 - 23.08.2019.

    2018

    Guttorp, Peter; Thorarinsdottir, Thordis Linda; Albert-Green, Alisha. Using nerve fibre data as a statistical laboratory. Workshop, 9th Smögen Workshop, 13.08.2018 - 16.08.2018.

    Thorarinsdottir, Thordis Linda; Yuan, Qifen; Wong, Wai Kwok; Beldring, Stein; Huang, Shaochun; Xu, Chong-Yu; Guttorp, Peter. Post-processing climate model output to obtain accurate high-resolution climate projections & why uncertainty matters even if the answer is just a number. Seminar, Swiss Statistics Seminar, 09.11.2018.

    Thorarinsdottir, Thordis Linda; Yuan, Qifen; Wong, Wai Kwok; Beldring, Stein; Huang, Shaochun; Xu, Chong-Yu; Guttorp, Peter. Statistics in climate research: The importance of stochastic modelling and uncertainty quantification. Seminar, UiO Statistics Seminar, 20.11.2018.

    2017

    Guttorp, Peter. Statistics and climate. Workshop, BIRS workshop on Challenges in the Statistical Modeling of Stochastic Processes for the Natural Sciences; Banff International Research Center, Banff, 09.07.2017 - 09.02.2018.

    Guttorp, Peter. Are you sure we want to do this? Konferanse, Royal Statistical Society International Conference; Glasgow, United Kingdom, 09.09.2017 - 13.09.2017.

    Guttorp, Peter. History, Science and Stochastic Processes. Konferanse, 31st Brazilian Mathematics Colloquium; Rio de Janeiro, 30.07.2017 - 05.08.2017.

    Thorarinsdottir, Thordis Linda; Jullum, Martin; Guttorp, Peter. Bayesian modelling of cluster point process models. Konferanse, Spatial Statistics 2017; Lancaster, 04.07.2017 - 07.07.2017.

    Thorarinsdottir, Thordis Linda; Guttorp, Peter; Drews, Martin; Skougaard Kaspersen, Per; Bruin, Karianne de. The role of uncertainty in evidence based climate change adaptation. Konferanse, ECCA 2017; Glasgow, 05.06.2017 - 09.06.2017.

    Thorarinsdottir, Thordis Linda; Bruin, Karianne de; Guttorp, Peter; Drews, Martin; Skougaard Kaspersen, Per. I don't know, are you sure you want to do this? Workshop, Challenges in the Statistical Modeling of Stochastic Processes for the Natural Sciences; Banff, 10.07.2017 - 14.07.2017.

    2016

    Haug, Ola; Bolin, David; Frigessi, Arnoldo; Guttorp, Peter; Orskaug, Elisabeth; Scheel, Ida; Wallin, Jonas. Modelling and predicting residential water damage insurance claims via a calibrated dynamical downscaling. Workshop, Big Data Tsunami at the Interface of Statistics, Environmental Sciences and Beyond (16w2669); Banff International Research Station, 11.03.2016 - 13.03.2016.

    2015

    Haug, Ola; Frigessi, Arnoldo; Scheel, Ida; Guttorp, Peter. Modelling and predicting residential water damage insurance claims in a climate change perspective. Konferanse, ISI 2015 60th World Statistics Congress; Rio de Janeiro, 26.07.2015 - 31.07.2015.

    2014

    Haug, Ola; Scheel, Ida; Orskaug, Elisabeth; Frigessi, Arnoldo; Guttorp, Peter; Ferkingstad, Egil. Vulnerability models for water damage insurance claims - predictions of future losses in a climate change perspective. Workshop, (sfi)2 conclusive workshop; Oslo, 03.11.2014 - 04.11.2014.

    2012

    Scheel, Ida; Haug, Ola; Orskaug, Elisabeth; Frigessi, Arnoldo; Guttorp, Peter. Evaluating and Calibrating Dynamically Downscaled Precipitation Using the Doksum Shift Function. Konferanse, The 2012 Joint Statistical Meetings; San Diego, California, 28.07.2012 - 02.08.2012.

    2011

    Haug, Ola; Orskaug, Elisabeth; Scheel, Ida; Frigessi, Arnoldo; Guttorp, Peter; Maraun, Douglas. Calibrating dynamically downscaled precipitation using the Doksum shift function. Workshop, Workshop on Statistical approaches to down- and upscaling in climate models; Lund, 27.04.2011 - 29.04.2011.

    Haug, Ola; Orskaug, Elisabeth; Scheel, Ida; Frigessi, Arnoldo; Guttorp, Peter; Maraun, Douglas. Calibrating dynamically down-scaled precipitation using the Doksum shift function. Konferanse, Workshop on Statistical approaches to down- and upscaling in climate models. 27 – 29 April, 2011, in, 29.04.2011.

    Orskaug, Elisabeth; Scheel, Ida; Frigessi, Arnoldo; Guttorp, Peter; Haugen, Jan Erik; Tveito, Ole Einar; Haug, Ola. Evaluation of a dynamic downscaling of Norwegian precipitation. Workshop, Workshop on Statistical approaches to down- and upscaling in climate models; Lund, 27.04.2011 - 29.04.2011.

    2010

    Aldrin, Magne; Holden, Marit; Guttorp, Peter. Bayesian estimation of the climate sensitivity based on a simple climate model fitted to global temperature observations. Konferanse, International Workshop on Modern Statistics for Climate Research; Oslo, 01.02.2010 - 02.02.2010.

    Posters at scientific conferences

    2012

    Haug, Ola; Orskaug, Elisabeth; Scheel, Ida; Frigessi, Arnoldo; Maraun, Douglas; Guttorp, Peter. Evaluation and calibration of dynamically downscaled precipitation over Norwegian mainland. Ten Lectures on Statistical Climatology; University of Washington, Seattle, 06.08.2012 - 10.08.2012.

    Haug, Ola; Orskaug, Elisabeth; Scheel, Ida; Frigessi, Arnoldo; Maraun, Douglas; Guttorp, Peter. Evaluation and Calibration of Dynamically Downscaled Precipitation over Norwegian Mainland. Ninth International Geostatistics Congress; Oslo, 11.06.2012 - 15.06.2012.

    Reports

    2019

    Heinrich, Claudio Constantin; Schneider, Max; Guttorp, Peter; Thorarinsdottir, Thordis Linda. Validation of point process forecasts. Norsk Regnesentral, . NR-notat SAMBA/20/19. pp 28. 2019. Full-text 

    2018

    Albert-Green, Alisha; Guttorp, Peter; Thorarinsdottir, Thordis Linda. Does Bayes beat squinting? Estimating unobserved aspects of a spatial cluster process. Norsk Regnesentral, Oslo. NR-notat SAMBA/05/18. pp 18. 2018. Full-text 

    2017

    Craigmile, Peter F.; Guttorp, Peter. Modeling and assessing climatic trends. Norsk Regnesentral, Oslo. NR-notat SAMBA/06/2017. pp 27. 2017.

    2012

    Guttorp, Peter; Thorarinsdottir, Thordis L.. What happened to discrete chaos, the Quenouille process, and the sharp Markov property? Some history of stochastic point processes. Norwegian Computing Center, Oslo. NR-notat SAMBA/16/12. pp 23. 2012. Full-text 

    2010

    Guttorp, Peter; Thorarinsdottir, Thordis L.. Bayesian Inference for Non-Markovian Point Processes. Norsk Regnesentral, Oslo. NR-notat SAMBA/54/10. pp 28. 2010. Full-text 

    Orskaug, Elisabeth; Scheel, Ida; Frigessi, Arnoldo; Guttorp, Peter; Haugen, Jan Erik; Tveito, Ole Einar; Haug, Ola. Supplemental material to: Evaluation of a dynamic downscaling of Norwegian precipitation. Norsk Regnesentral, Oslo. NR-notat SAMBA/50/10. pp 26. 2010.

    Popular scientific lectures

    2012

    Guttorp, Peter; Haug, Ola. Lectures on Extreme Value Statistics: Theory and Practice. A Research Topic Seminar: From numbers to decisions - statistics and extreme weather; MILEN research School, Forskningsparken, Oslo, 13.09.2012 - 14.09.2012.

    2009

    Guttorp, Peter. Some extreme value problems in climate research. , .

    Articles in business, trade and industry journals

    2018

    Guttorp, Peter; Thorarinsdottir, Thordis Linda. How to save Bergen from the sea? Decisions under uncertainty. Significance (ISSN 1740-9705). 15(2) pp 14-18. doi: 10.1111/j.1740-9713.2018.01125.x. 2018.

    Popular scientific articles

    2017

    Guttorp, Peter. How we know that the Earth is warming. CHANCE : New Directions for Statistics and Computing (ISSN 0933-2480). 30(4) pp 6-11. 2017. Full-text 

    Editorials

    2014

    Piegorsch, Walter W.; Guttorp, Peter. Environmetrics silver anniversary special issue. Environmetrics (ISSN 1180-4009). 25(8) pp 559. doi: 10.1002/env.2325. 2014.

    2013

    Katz, Richard W.; Craigmile, Peter F.; Guttorp, Peter; Haran, Murali; Sansó, Bruno; Stein, Michael L.. Uncertainty analysis in climate change assessments. Nature Climate Change (ISSN 1758-678X). 3(9) pp 769-771. 2013. Full-text 

    Young, Linda J.; Piegorsch, Walter W.; Guttorp, Peter. In memory of George Casella. Environmetrics (ISSN 1180-4009). 24(5) pp 279-280. doi: 10.1002/env.2219. 2013.

    2012

    Guttorp, Peter; Sain, Stephan R.; Wikle, Christopher K.. Advances in Statistical Methods for Climate Analysis. Environmetrics (ISSN 1180-4009). 23(5) pp 363. doi: 10.1002/env.2156. 2012.

Postal address:
Norsk Regnesentral/
Norwegian Computing Center
P.O. Box 114 Blindern
NO-0314 Oslo
Norway
Visit address:
Norsk Regnesentral
Gaustadalleen 23a
Kristen Nygaards hus
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Postal address: Norsk Regnesentral/Norwegian Computing Center, P.O. Box 114 Blindern, NO-0314 Oslo, Norway
Visit address: Norsk Regnesentral, Gaustadalleen 23a, Kristen Nygaards hus, NO-0373 Oslo.
Phone: (+47) 22 85 25 00
AddressHow to get to NR