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Publication profile

Peter Guttorp

Peter, Guttorp
Name: Peter Guttorp
Title: Professor II
Phone: (+47) 22852500
Email: Peter [dot] Guttorp [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

    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 (ISSN 2364-3579). 2 pp 39-47. doi: 10.5194/ascmo-2-39-2016. 2016.

    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; 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.

    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.

    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 - 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

    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

    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

    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. Ninth International Geostatistics Congress; Oslo, 11.06.2012 - 15.06.2012.

    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.

    Reports

    2017

    Craigmile, Peter F.; Guttorp, Peter. Modeling and assessing climatic trends. Norsk Regnesentral, Oslo. NR-notat SAMBA/06/17. 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. Institutional archive 

    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. , .

    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.

Postadresse:
Norsk Regnesentral
Postboks 114 Blindern
0314 Oslo
Besøksadresse:
Norsk Regnesentral
Gaustadalleen 23a
Kristen Nygaards hus
0373 Oslo
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(+47) 22 85 25 00
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Postadresse: Norsk Regnesentral, Postboks 114 Blindern, 0314 Oslo
Besøksadresse: Norsk Regnesentral, Gaustadalleen 23a, Kristen Nygaards hus, 0373 Oslo
Tlf: (+47) 22 85 25 00
AdresseHvordan komme til NR