You are here:  HomeAbout NREmployees in NRPeter Guttorp

Peter Guttorp

Professor II

peterg@nr.no

Publications:

73 publications found

Publication

Year

Category

A combined estimate of global temperature

Craigmile, Peter F.; Guttorp, Peter

2021

Vitenskapelig artikkel

A combined estimate of global temperature

Guttorp, Peter; Craigmile, Peter F.

2021

Rapport

Validation of point process predictions with proper scoring rules

Heinrich, Claudio Constantin; Thorarinsdottir, Thordis Linda; Schneider, Max; Guttorp, Peter

2020

Rapport

Flexible spatial covariance functions

Alexandra, Schmidt; Guttorp, Peter

2020

Vitenskapelig oversiktsartikkel/review

Flexible spatial covariance functions

Schmidt, Alexandra M.; Guttorp, Peter

2020

Vitenskapelig artikkel

Interacting cluster point process model for epidermal nerve fibers

Nancy, Garcia; Guttorp, Peter; Guillerme, Ludwig

2020

Vitenskapelig artikkel

Beyond Calculations: A Course in Statistical Thinking

Steel, E. Ashley; Liermann, Martin; Guttorp, Peter

2019

Vitenskapelig artikkel

Validation of point process forecasts

Heinrich, Claudio Constantin; Schneider, Max; Guttorp, Peter; Thorarinsdottir, Thordis Linda

2019

Rapport

Beyond calculation: Teaching statistical thinking

Guttorp, Peter

2019

Vitenskapelig foredrag

Nonstationary modeling of storm surges

Guttorp, Peter

2019

Vitenskapelig foredrag

Local Climate Projections: A Little Money Goes a Long Way

Guttorp, Peter; Thorarinsdottir, Thordis Linda

2019

Bookreview

Estimating wildfire growth from noisy and incomplete incident data using a state space model

Podschwit, Harry; Guttorp, Peter; Larkin, Narasimhan; Steel, E. Ashley

2018

Vitenskapelig artikkel

Why distinguish between statistics and mathematical statistics? The case of Swedish academia.

Guttorp, Peter; Lindgren, Georg

2018

Vitenskapelig artikkel

Post-processing climate model output to obtain accurate high-resolution climate projections & why uncertainty matters even if the answer is just a number

Thorarinsdottir, Thordis Linda; Yuan, Qifen; Wong, Wai Kwok; Beldring, Stein; Huang, Shaochun; Xu, Chong-Yu; Guttorp, Peter

2018

Vitenskapelig foredrag

Using nerve fibre data as a statistical laboratory

Guttorp, Peter; Thorarinsdottir, Thordis Linda; Albert-Green, Alisha

2018

Vitenskapelig foredrag

Statistics in climate research: The importance of stochastic modelling and uncertainty quantification

Thorarinsdottir, Thordis Linda; Yuan, Qifen; Wong, Wai Kwok; Beldring, Stein; Huang, Shaochun; Xu, Chong-Yu; Guttorp, Peter

2018

Vitenskapelig foredrag

Does Bayes beat squinting? Estimating unobserved aspects of a spatial cluster process

Albert-Green, Alisha; Guttorp, Peter; Thorarinsdottir, Thordis Linda

2018

Rapport

How to save Bergen from the sea? Decisions under uncertainty

Guttorp, Peter; Thorarinsdottir, Thordis Linda

2018

Article journal

History, Science and Stochastic Processes

Guttorp, Peter

2017

Vitenskapelig foredrag

How we know that the Earth is warming

Guttorp, Peter

2017

Populærvitenskapelig artikkel

I don’t know, are you sure you want to do this?

Thorarinsdottir, Thordis Linda; Bruin, Karianne de; Guttorp, Peter; Drews, Martin; Skougaard Kaspersen, Per

2017

Vitenskapelig foredrag

The role of uncertainty in evidence based climate change adaptation

Thorarinsdottir, Thordis Linda; Guttorp, Peter; Drews, Martin; Skougaard Kaspersen, Per; Bruin, Karianne de

2017

Vitenskapelig foredrag

Bayesian modelling of cluster point process models

Thorarinsdottir, Thordis Linda; Jullum, Martin; Guttorp, Peter

2017

Vitenskapelig foredrag

Statistics and climate

Guttorp, Peter

2017

Vitenskapelig foredrag

Are you sure we want to do this?

Guttorp, Peter

2017

Vitenskapelig foredrag

Sea level adaptation decisions under uncertainty

Thorarinsdottir, Thordis Linda; Guttorp, Peter; Drews, Martin; Skougaard Kaspersen, Per; Bruin, Karianne de

2017

Vitenskapelig artikkel

New vigour involving statisticians to overcome ensemble fatigue

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

2017

Vitenskapelig oversiktsartikkel/review

Modeling and assessing climatic trends

Craigmile, Peter F.; Guttorp, Peter

2017

Rapport

Discovering early diabetic neuropathy from epidermal nerve fiber patterns

Andersson, Claes; Guttorp, Peter; Särkkä, Aila

2016

Vitenskapelig artikkel

Modelling and predicting residential water damage insurance claims via a calibrated dynamical downscaling

Haug, Ola; Bolin, David; Frigessi, Arnoldo; Guttorp, Peter; Orskaug, Elisabeth; Scheel, Ida; Wallin, Jonas

2016

Vitenskapelig foredrag

Calibrating regionally downscaled precipitation over Norway through quantile-based approaches

Bolin, David; Frigessi, Arnoldo; Guttorp, Peter; Haug, Ola; Orskaug, Elisabeth; Scheel, Ida; Wallin, Jonas

2016

Vitenskapelig artikkel

What we look at in paintings: A comparison between experienced and inexperienced art viewers

Ylitalo, Anna-Kaisa; Särkkä, Aila; Guttorp, Peter

2016

Vitenskapelig artikkel

Statistical prediction of global sea level from global temperature

Bolin, David; Guttorp, Peter; Januzzi, Alex; Jones, Daniel; Novak, Marie; Podschwit, Harry; Richardson, Lee; Särkkä, Aila; Sowder, Colin; Zimmerman, Aaron

2015

Vitenskapelig artikkel

Modelling and predicting residential water damage insurance claims in a climate change perspective

Haug, Ola; Frigessi, Arnoldo; Scheel, Ida; Guttorp, Peter

2015

Vitenskapelig foredrag

Likelihood-based inference for discretely observed birth–death-shift processes, with applications to evolution of mobile genetic elements

Guttorp, Peter; Xu, Jason; Minin, Vladimir N; Kato-Maeda, Midori

2015

Vitenskapelig artikkel

Assessing the uncertainty in projecting local mean sea level from global temperature

Guttorp, Peter; Januzzi, Alex; Novak, Marie; Podschwit, Harry; Richardson, Lee; Sowder, Colin D.; Zimmerman, Aaron; Bolin, David; Särkkä, Aila

2014

Vitenskapelig artikkel

Environmetrics silver anniversary special issue

Piegorsch, Walter W.; Guttorp, Peter

2014

Editorial

Warm streaks in the U.S. temperature record: What are the chances?

Craigmile, Peter F.; Guttorp, Peter; Lund, Robert; Smith, Richard L.; Thorne, Peter; Arndt, Derek

2014

Vitenskapelig artikkel

Accounting for spatially varying directional effects in spatial covariance structures

Neto, Joaquim Henriques Vianna; Schmidt, Alexandra M.; Guttorp, Peter

2014

Vitenskapelig artikkel

Statistics and climate

Guttorp, Peter

2014

Vitenskapelig artikkel

Vulnerability models for water damage insurance claims – predictions of future losses in a climate change perspective

Haug, Ola; Scheel, Ida; Orskaug, Elisabeth; Frigessi, Arnoldo; Guttorp, Peter; Ferkingstad, Egil

2014

Vitenskapelig foredrag

Estimating daily mean temperature from synoptic climate observations

Ma, Yuting; Guttorp, Peter

2013

Vitenskapelig artikkel

Uncertainty in Ranking the Hottest Years of U.S. Surface Temperatures

Guttorp, Peter; Kim, Tae Yen

2013

Vitenskapelig artikkel

In memory of George Casella

Young, Linda J.; Piegorsch, Walter W.; Guttorp, Peter

2013

Editorial

Uncertainty analysis in climate change assessments

Katz, Richard W.; Craigmile, Peter F.; Guttorp, Peter; Haran, Murali; Sansó, Bruno; Stein, Michael L.

2013

Editorial

Lectures on Extreme Value Statistics: Theory and Practice

Guttorp, Peter; Haug, Ola

2012

Lecture popular

What happened to discrete chaos, the Quenouille process, and the sharp Markov property? Some history of stochastic point processes

Guttorp, Peter; Thorarinsdottir, Thordis L.

2012

Rapport

Evaluation and Calibration of Dynamically Downscaled Precipitation over Norwegian Mainland

Haug, Ola; Orskaug, Elisabeth; Scheel, Ida; Frigessi, Arnoldo; Maraun, Douglas; Guttorp, Peter

2012

Poster

Evaluation and calibration of dynamically downscaled precipitation over Norwegian mainland

Haug, Ola; Orskaug, Elisabeth; Scheel, Ida; Frigessi, Arnoldo; Maraun, Douglas; Guttorp, Peter

2012

Poster

Evaluating and Calibrating Dynamically Downscaled Precipitation Using the Doksum Shift Function

Scheel, Ida; Haug, Ola; Orskaug, Elisabeth; Frigessi, Arnoldo; Guttorp, Peter

2012

Vitenskapelig foredrag

What Happened to Discrete Chaos, the Quenouille Process, and the Sharp Markov Property? Some History of Stochastic Point Processes

Guttorp, Peter; Thorarinsdottir, Thordis L.

2012

Vitenskapelig oversiktsartikkel/review

Regional climate model assessment using statistical upscaling and downscaling techniques

Berrocal, Veronica J; Craigmile, Peter F.; Guttorp, Peter

2012

Vitenskapelig artikkel

Bayesian Inference for Non-Markovian Point Processes

Guttorp, Peter; Thorarinsdottir, Thordis L.

2012

Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

Selected works of David Brillinger

Guttorp, Peter (ed.); Brillinger, David R. (ed.)

2012

Vitenskapelig antologi/Konferanseserie

Climate Statistics and Public Policy

Guttorp, Peter

2012

Vitenskapelig artikkel

Advances in Statistical Methods for Climate Analysis

Guttorp, Peter; Sain, Stephan R.; Wikle, Christopher K.

2012

Editorial

Bayesian estimation of climate sensitivity based on a simple climate model fitted to observations of hemispheric temperatures and global ocean heat content

Aldrin, Magne; Holden, Marit; Guttorp, Peter; Skeie, Ragnhild Bieltvedt; Myhre, Gunnar; Berntsen, Terje Koren

2012

Vitenskapelig artikkel

Climate change, trends in extremes, and model assessment for a long temperature time series from Sweden

Guttorp, Peter; Xu, Jia

2011

Vitenskapelig artikkel

The role of statisticians in international science policy

Guttorp, Peter

2011

Vitenskapelig artikkel

The replication rate of human hematopoietic stem cells in vivo

Catlin, Sandra N.; Busque, Lambert; Gale, Rosemary E.; Guttorp, Peter; Abkowitz, Janis L.

2011

Vitenskapelig artikkel

Space-time modelling of trends in temperature series

Guttorp, Peter; Craigmile, Peter F.

2011

Vitenskapelig artikkel

Evaluation of a dynamic downscaling of Norwegian precipitation

Orskaug, Elisabeth; Scheel, Ida; Frigessi, Arnoldo; Guttorp, Peter; Haugen, Jan Erik; Tveito, Ole Einar; Haug, Ola

2011

Vitenskapelig foredrag

Evaluation of a dynamic downscaling of precipitation over the Norwegian mainland

Orskaug, Elisabeth; Scheel, Ida; Frigessi, Arnoldo; Guttorp, Peter; Haugen, Jan Erik; Tveito, Ole Einar; Haug, Ola

2011

Vitenskapelig artikkel

Considering covariates in the covariance structure of spatial processes

Schmidt, AM; Guttorp, Peter; O'Hagan, A

2011

Vitenskapelig artikkel

Discussion on Lindgren, Lindström and Rue,”An explicit link between Gaussian fields and Gaussian Markov random fields: The stochastic partial differential equation approach”

Guttorp, Peter; Das, Barnali

2011

Short communication

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

Guttorp, Peter

2011

Bookreview

Calibrating dynamically down-scaled precipitation using the Doksum shift function

Haug, Ola; Orskaug, Elisabeth; Scheel, Ida; Frigessi, Arnoldo; Guttorp, Peter; Maraun, Douglas

2011

Vitenskapelig foredrag

Calibrating dynamically downscaled precipitation using the Doksum shift function

Haug, Ola; Orskaug, Elisabeth; Scheel, Ida; Frigessi, Arnoldo; Guttorp, Peter; Maraun, Douglas

2011

Vitenskapelig foredrag

Bayesian Inference for Non-Markovian Point Processes

Guttorp, Peter; Thorarinsdottir, Thordis L.

2010

Rapport

Supplemental material to: Evaluation of a dynamic downscaling of Norwegian precipitation

Orskaug, Elisabeth; Scheel, Ida; Frigessi, Arnoldo; Guttorp, Peter; Haugen, Jan Erik; Tveito, Ole Einar; Haug, Ola

2010

Rapport

Statisticians Comment on Status of Climate Change Science

Smith, Richard L.; Berliner, L. Mark; Guttorp, Peter

2010

Vitenskapelig artikkel

Bayesian estimation of the climate sensitivity based on a simple climate model fitted to global temperature observations

Aldrin, Magne; Holden, Marit; Guttorp, Peter

2010

Vitenskapelig foredrag

Some extreme value problems in climate research

Guttorp, Peter

2009

Lecture popular

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