Peter Guttorp

What Do We Know Without the Catalog? Eliciting Prior Beliefs from Experts for Aftershock Models The Seismic Record (TSR), vol. 4, pp. 259 267 , (ISSN 2694-4006 ), doi: https://doi.org/10.1785/0320240008 , 2024. Scientific article

Validation of point process predictions with proper scoring rules Scandinavian Journal of Statistics, vol. 51, pp. 1533 1566 , (ISSN 0303-6898 1467-9469 ), doi: https://doi.org/10.1111/sjos.12736 , 2024. Scientific article

Comparing CMIP6 Climate Model Simulations of Annual Global Mean Temperatures to a New Combined Data Product Earth and Space Science, vol. 10, (ISSN 2333-5084 ), doi: https://doi.org/10.1029/2022EA002468 , 2023. Scientific article

Earthquake Catalog Processing and Swarm Identification for the Pacific Northwest Seismological Research Letters, vol. 94, pp. 2500 2513 , (ISSN 0895-0695 1938-2057 ), doi: https://doi.org/10.1785/0220220374 , 2023. Scientific article

Rejoinder to the discussion on “A combined estimate of global temperature” Environmetrics, vol. 33, (ISSN 1180-4009 1099-095X ), doi: https://doi.org/10.1002/env.2725 , 2022. Scientific article

Extracting robust information from data 2022. Lecture

Validation of point process predictions with proper scoring rules 2022. Scientific lecture

Effective uncertainty visualization for aftershock forecast maps Natural Hazards and Earth System Sciences, vol. 22, pp. 1499 1518 , (ISSN 1561-8633 1684-9981 ), doi: https://doi.org/10.5194/nhess-22-1499-2022 , 2022. Scientific article

A combined estimate of global temperature , 2021. Report

A combined estimate of global temperature Environmetrics, (ISSN 1180-4009 1099-095X ), doi: https://doi.org/10.1002/env.2706 , 2021. Scientific article

Interacting cluster point process model for epidermal nerve fibers Spatial Statistics, vol. 35, (ISSN 2211-6753 ), doi: https://doi.org/10.1016/j.spasta.2020.100414 , 2020. Scientific article

Flexible spatial covariance functions Spatial Statistics, vol. 37, (ISSN 2211-6753 ), doi: https://doi.org/10.1016/j.spasta.2020.100416 , 2020. Scientific article

Validation of point process predictions with proper scoring rules , 2020. Report

Schmidt Alexandra; Peter Guttorp; Flexible spatial covariance functions Spatial Statistics, vol. 35, (ISSN 2211-6753 2211-6753 ), doi: https://doi.org/10.1016/j.spasta.2020.100416 , 2020. Scientific review article

Beyond Calculations: A Course in Statistical Thinking American Statistician, vol. 73, pp. 392 401 , (ISSN 0003-1305 1537-2731 ), doi: https://doi.org/10.1080/00031305.2018.1505657 , 2019. Scientific article

Local Climate Projections: A Little Money Goes a Long Way EOS, vol. 100, (ISSN 0096-3941 2324-9250 ), doi: https://doi.org/10.1029/2019EO133113 , 2019. Bookreview

Nonstationary modeling of storm surges 2019. Scientific lecture

Beyond calculation: Teaching statistical thinking 2019. Scientific lecture

Validation of point process forecasts , 2019. Report

Estimating wildfire growth from noisy and incomplete incident data using a state space model Environmental and Ecological Statistics, pp. 1 16 , (ISSN 1352-8505 1573-3009 ), doi: https://doi.org/10.1007/s10651-018-0407-5 , 2018. Scientific article

Why distinguish between statistics and mathematical statistics? The case of Swedish academia. International Statistical Review, pp. 1 17 , (ISSN 0306-7734 1751-5823 ), doi: https://doi.org/10.1111/insr.12275 , 2018. Scientific article

Using nerve fibre data as a statistical laboratory 2018. Scientific lecture

Does Bayes beat squinting? Estimating unobserved aspects of a spatial cluster process , 2018. Report

Post-processing climate model output to obtain accurate high-resolution climate projections & why uncertainty matters even if the answer is just a number 2018. Scientific lecture

Statistics in climate research: The importance of stochastic modelling and uncertainty quantification 2018. Scientific lecture

How to save Bergen from the sea? Decisions under uncertainty Significance, vol. 15, pp. 14 18 , (ISSN 1740-9705 1740-9713 ), doi: https://doi.org/10.1111/j.1740-9713.2018.01125.x , 2018. Article journal

How we know that the Earth is warming CHANCE : New Directions for Statistics and Computing, vol. 30, pp. 6 11 , (ISSN 0933-2480 1867-2280 ), , 2017. Science for the public article

History, Science and Stochastic Processes 2017. Scientific lecture

The role of uncertainty in evidence based climate change adaptation 2017. Scientific lecture

Bayesian modelling of cluster point process models 2017. Scientific lecture

Statistics and climate 2017. Scientific lecture

Are you sure we want to do this? 2017. Scientific lecture

New vigour involving statisticians to overcome ensemble fatigue Nature Climate Change, vol. 7, pp. 697 703 , (ISSN 1758-678X 1758-6798 ), doi: https://doi.org/10.1038/nclimate3393 , 2017. Scientific review article

I don't know, are you sure you want to do this? 2017. Scientific lecture

Modeling and assessing climatic trends , 2017. Report

Sea level adaptation decisions under uncertainty Water Resources Research, vol. 53, pp. 8147 8163 , (ISSN 0043-1397 1944-7973 ), doi: https://doi.org/10.1002/2016WR020354 , 2017. Scientific article

Calibrating regionally downscaled precipitation over Norway through quantile-based approaches Advances in Statistical Climatology, Meteorology and Oceanography (ASCMO), vol. 2, pp. 39 47 , (ISSN 2364-3579 2364-3587 ), doi: https://doi.org/10.5194/ascmo-2-39-2016 , 2016. Scientific article

Discovering early diabetic neuropathy from epidermal nerve fiber patterns Statistics in Medicine, vol. 35, pp. 4427 4442 , (ISSN 0277-6715 1097-0258 ), doi: https://doi.org/10.1002/sim.7009 , 2016. Scientific article

What we look at in paintings: A comparison between experienced and inexperienced art viewers Annals of Applied Statistics, vol. 10, pp. 549 574 , (ISSN 1932-6157 1941-7330 ), doi: https://doi.org/10.1214/16-AOAS921 , 2016. Scientific article

Modelling and predicting residential water damage insurance claims via a calibrated dynamical downscaling 2016. Scientific lecture

Modelling and predicting residential water damage insurance claims in a climate change perspective 2015. Scientific lecture

Likelihood-based inference for discretely observed birth–death-shift processes, with applications to evolution of mobile genetic elements Biometrics, vol. 71, pp. 1009 1021 , (ISSN 0006-341X 1541-0420 ), doi: https://doi.org/10.1111/biom.12352 , 2015. Scientific article

Statistical prediction of global sea level from global temperature Statistica sinica, vol. 25, pp. 351 367 , (ISSN 1017-0405 1996-8507 ), doi: https://doi.org/10.5705/ss.2013.222w , 2015. Scientific article

Peter Guttorp; Michael D Perlman; Predicting extinction or explosion in a Galton–Watson branching process with power series offspring distribution Journal of Statistical Planning and Inference, pp. 193 215 , doi: https://doi.org/10.1016/j.jspi.2015.04.009 , 2015. Scientific article

Environmetrics silver anniversary special issue Environmetrics, vol. 25, pp. 559 559 , (ISSN 1180-4009 1099-095X ), doi: https://doi.org/10.1002/env.2325 , 2014. Editorial

Vulnerability models for water damage insurance claims - predictions of future losses in a climate change perspective 2014. Scientific lecture

Assessing the uncertainty in projecting local mean sea level from global temperature Journal of Applied Meteorology and Climatology, vol. 53, pp. 2163 2170 , (ISSN 1558-8424 1558-8432 ), doi: https://doi.org/10.1175/JAMC-D-13-0308.1 , 2014. Scientific article

Warm streaks in the U.S. temperature record: What are the chances? Journal of Geophysical Research (JGR): Atmospheres, vol. 119, pp. 5757 5766 , (ISSN 2169-897X 2169-8996 ), doi: https://doi.org/10.1002/2013JD021446 , 2014. Scientific article

Statistics and climate Annual Review of Statistics and Its Application, vol. 1, pp. 87 101 , (ISSN 2326-8298 2326-831X ), doi: https://doi.org/10.1146/annurev-statistics-022513-115648 , 2014. Scientific article

Accounting for spatially varying directional effects in spatial covariance structures Journal of the Royal Statistical Society, Series C (Applied Statistics), vol. 63, pp. 103 122 , (ISSN 0035-9254 1467-9876 ), doi: https://doi.org/10.1111/rssc.12027 , 2014. Scientific article

Uncertainty in Ranking the Hottest Years of U.S. Surface Temperatures Journal of Climate, vol. 26, pp. 6323 6328 , (ISSN 0894-8755 1520-0442 ), doi: https://doi.org/10.1175/JCLI-D-12-00760.1 , 2013. Scientific article

Uncertainty analysis in climate change assessments Nature Climate Change, vol. 3, pp. 769 771 , (ISSN 1758-678X 1758-6798 ), , 2013. Editorial

In memory of George Casella Environmetrics, vol. 24, pp. 279 280 , (ISSN 1180-4009 1099-095X ), doi: https://doi.org/10.1002/env.2219 , 2013. Editorial

Estimating daily mean temperature from synoptic climate observations International Journal of Climatology, vol. 33, pp. 1264 1269 , (ISSN 0899-8418 1097-0088 ), doi: https://doi.org/10.1002/joc.3510 , 2013. Scientific article

Bayesian Inference for Non-Markovian Point Processes pp. 79 102 , doi: https://doi.org/10.1007/978-3-642-17086-7_4 , 2012. Scientific chapter / article / conference article

Lectures on Extreme Value Statistics: Theory and Practice 2012. Lecture

What happened to discrete chaos, the Quenouille process, and the sharp Markov property? Some history of stochastic point processes , 2012. Report

Evaluation and Calibration of Dynamically Downscaled Precipitation over Norwegian Mainland 2012. Poster

Evaluating and Calibrating Dynamically Downscaled Precipitation Using the Doksum Shift Function 2012. Scientific lecture

What Happened to Discrete Chaos, the Quenouille Process, and the Sharp Markov Property? Some History of Stochastic Point Processes International Statistical Review, vol. 80, pp. 253 268 , (ISSN 0306-7734 1751-5823 ), doi: https://doi.org/10.1111/j.1751-5823.2012.00181.x , 2012. Scientific review article

Regional climate model assessment using statistical upscaling and downscaling techniques Environmetrics, vol. 23, pp. 482 492 , (ISSN 1180-4009 1099-095X ), doi: https://doi.org/10.1002/env.2145 , 2012. Scientific article

Climate Statistics and Public Policy Statistics, Politics and Policy, vol. 3, (ISSN 2151-7509 ), doi: https://doi.org/10.1515/2151-7509.1055 , 2012. Scientific article

Evaluation and calibration of dynamically downscaled precipitation over Norwegian mainland 2012. Poster

Peter Guttorp; David R. Brillinger; Selected works of David Brillinger (ISSN 9781461413431 ), , 2012. Scientific anthology / conference series

Bayesian estimation of climate sensitivity based on a simple climate model fitted to observations of hemispheric temperatures and global ocean heat content Environmetrics, vol. 23, pp. 253 271 , (ISSN 1180-4009 1099-095X ), doi: https://doi.org/10.1002/env.2140 , 2012. Scientific article

Advances in Statistical Methods for Climate Analysis Environmetrics, vol. 23, pp. 363 363 , (ISSN 1180-4009 1099-095X ), doi: https://doi.org/10.1002/env.2156 , 2012. Editorial

Considering covariates in the covariance structure of spatial processes Environmetrics, vol. 22, pp. 487 500 , (ISSN 1180-4009 1099-095X ), doi: https://doi.org/10.1002/env.1101 , 2011. Scientific article

David I. Warton; Peter Guttorp; Compositional analysis of overdispersed counts using generalized estimating equations. Environmental and Ecological Statistics, pp. 427 446 , doi: https://doi.org/10.1007/s10651-010-0145-9 , 2011. Scientific article

The role of statisticians in international science policy Environmetrics, vol. 22, pp. 817 825 , (ISSN 1180-4009 1099-095X ), doi: https://doi.org/10.1002/env.1109 , 2011. Scientific article

The replication rate of human hematopoietic stem cells in vivo Blood, vol. 117, pp. 4460 4466 , (ISSN 0006-4971 1528-0020 ), doi: https://doi.org/10.1182/blood-2010-08-303537 , 2011. Scientific article

Space-time modelling of trends in temperature series Journal of Time Series Analysis, vol. 32, pp. 378 395 , (ISSN 0143-9782 1467-9892 ), doi: https://doi.org/10.1111/j.1467-9892.2011.00733.x , 2011. Scientific article

Climate change, trends in extremes, and model assessment for a long temperature time series from Sweden Environmetrics, vol. 22, pp. 456 463 , (ISSN 1180-4009 1099-095X ), doi: https://doi.org/10.1002/env.1099 , 2011. Scientific article

Evaluation of a dynamic downscaling of precipitation over the Norwegian mainland Tellus A: Dynamic Meteorology and Oceanography, vol. 63, pp. 746 756 , (ISSN 0280-6495 1600-0870 ), doi: https://doi.org/10.1111/j.1600-0870.2011.00525.x , 2011. Scientific article

Evaluation of a dynamic downscaling of Norwegian precipitation 2011. Scientific lecture

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), vol. 73, pp. 472 473 , (ISSN 1369-7412 1467-9868 ), doi: https://doi.org/10.1111/j.1467-9868.2011.00777.x , 2011. Scientific article

Book review: Hidden Markov Models for Time Series: An Introduction Using R by ZUCCHINI, W. and MACDONALD, I. L Biometrics, vol. 67, pp. 1178 1178 , (ISSN 0006-341X 1541-0420 ), doi: https://doi.org/10.1111/j.1541-0420.2011.01658_2.x , 2011. Bookreview

Calibrating dynamically down-scaled precipitation using the Doksum shift function 2011. Scientific lecture

Calibrating dynamically downscaled precipitation using the Doksum shift function 2011. Scientific lecture

Supplemental material to: Evaluation of a dynamic downscaling of Norwegian precipitation 2010. Report

Bayesian Inference for Non-Markovian Point Processes , 2010. Report

Statisticians Comment on Status of Climate Change Science Ukjent, vol. http://magazine.amstat.org/2010/03/climatemar10/, 2010. Scientific article

Bayesian estimation of the climate sensitivity based on a simple climate model fitted to global temperature observations 2010. Scientific lecture

Some extreme value problems in climate research 2009. Lecture