P. Guttorp

发表

Handbook of spatial statistics

A. Gelfand, P. Diggle, P. Guttorp, 2010 .

Nonparametric Estimation of Nonstationary Spatial Covariance Structure

P. Guttorp, P. Sampson, 1992 .

Trend assessment in a long memory dependence model using the discrete wavelet transform

P. Guttorp, D. Percival, P. Craigmile, 2004 .

Stochastic modeling of scientific data

P. Guttorp, 1995 .

Statistical Inference in a Two‐Compartment Model for Hematopoiesis

P. Guttorp, S. Catlin, J. Abkowitz, 2001, Biometrics.

A non‐homogeneous hidden Markov model for precipitation occurrence

P. Guttorp, J. Hughes, S. Charles, 1999 .

Bayesian inference by simulation in a stochastic model from hematology

M. Newton, P. Guttorp, J. Abkowitz, 1992 .

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

P. Guttorp, T. Thorarinsdottir, 2012 .

A space-time analysis of ground-level ozone data

P. Guttorp, P. Sampson, W. Meiring, 1994 .

Bayesian estimation of semi‐parametric non‐stationary spatial covariance structures

P. Guttorp, P. Sampson, D. Damian, 2001 .

Geostatistical Space-Time Models, Stationarity, Separability, and Full Symmetry

P. Guttorp, T. Gneiting, M. Genton, 2007 .

Statistical Interpretation of Species Composition

P. Guttorp, W. Fagan, D. Billheimer, 2001 .

Finding the Location of a Signal: A Bayesian Analysis

P. Guttorp, R. Lockhart, 1988 .

The Taming of Chance.

P. Guttorp, I. Hacking, 1992 .

Using Transforms to Analyze Space-Time Processes

Peter Guttorp, Montserrat Fuentes, Paul D. Sampson, 2007 .

Why Distinguish Between Statistics and Mathematical Statistics–The Case of Swedish Academia

P. Guttorp, G. Lindgren, 2016, International Statistical Review.

Studies in the history of probability and statistics XLIX On the Matérn correlation family

P. Guttorp, T. Gneiting, 2006 .

Modeling juvenile salmon migration using A simple markov chain

Peter Guttorp, James J. Anderson, E. Ashley Steel, 2001 .

A class of stochastic models for relating synoptic atmospheric patterns to regional hydrologic phenomena

James P. Hughes, P. Guttorp, J. Hughes, 1994 .

Statistical Assessment of Numerical Models *

P. Guttorp, M. Fuentes, P. Challenor, 2003 .

The kinetics of clonal dominance in myeloproliferative disorders.

P. Guttorp, S. Catlin, J. Abkowitz, 2005, Blood.

A hidden Markov model for downscaling synoptic atmospheric patterns to precipitation amounts

James P. Hughes, P. Guttorp, J. Hughes, 2000 .

Testing for homogeneity of variance in time series: Long memory, wavelets, and the Nile River

P. Guttorp, D. Percival, S. Byers, 2002 .

A review of statistical methods for the meteorological adjustment of tropospheric ozone

P. Guttorp, P. Sampson, L. Cox, 2001 .

Space-time estimation of grid-cell hourly ozone levels for assessment of a deterministic model

P. Guttorp, P. Sampson, W. Meiring, 1998, Environmental and Ecological Statistics.

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

P. Guttorp, E. Steel, N. Larkin, 2018, Environmental and Ecological Statistics.

Time Series of Continuous Proportions

A. Raftery, P. Guttorp, G. Grunwald, 1993 .

Robustness of Estimators for Directional Data

P. Guttorp, D. Ko, Daijin Ko, 1988 .

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

P. Guttorp, M. Holden, T. Berntsen, 2012 .

A stochastic approach for assessing the effect of changes in synoptic circulation patterns on gauge precipitation

James P. Hughes, P. Guttorp, J. Hughes, 1993 .

Incorporating Spatial Dependence and Atmospheric Data in a Model of Precipitation

James P. Hughes, P. Guttorp, J. Hughes, 1994 .

Uncertainty analysis in climate change assessments

P. Guttorp, M. Stein, P. Craigmile, 2013 .

Statistical inference for branching processes

Peter Guttorp, P. Guttorp, 1991 .

Considering covariates in the covariance structure of spatial processes

Anthony O'Hagan, Peter Guttorp, Alexandra M. Schmidt, 2011 .

Bias Correction and Bayesian Model Averaging for Ensemble Forecasts of Surface Wind Direction

Adrian E. Raftery, Peter Guttorp, Tilmann Gneiting, 2010 .

On the Whittle-Matérn correlation family

Peter Guttorp, Tilmann Gneiting, P. Guttorp, 2005 .

Validation of point process predictions with proper scoring rules

P. Guttorp, T. Thorarinsdottir, Claudio Heinrich-Mertsching, 2021, 2110.11803.

A Hierarchical Bayes Model for Combining Precipitation Measurements from Different Sources

Tamre P. Cardoso, P. Guttorp, 2008 .

Bayesian inference in a hidden stochastic two-compartment model for feline hematopoiesis.

P. Guttorp, D. Golinelli, J. L. Abkowitz, 2006, Mathematical medicine and biology : a journal of the IMA.

Multivariate Receptor Modeling for Temporally Correlated Data by Using MCMC

Peter Guttorp, Ronald C. Henry, Eun Sug Park, 2001 .

Long-Memory Processes, the Allan Variance and Wavelets

Peter Guttorp, Donald B. Percival, P. Guttorp, 1994 .

Point Processes, Temporal

P. Guttorp, D. Brillinger, F. Schoenberg, 2006 .

Flexible spatial covariance functions

P. Guttorp, A. M. Schmidt, 2020 .

A simple non-separable, non-stationary spatiotemporal model for ozone

Peter Guttorp, Francesca Bruno, Paul D. Sampson, 2009, Environmental and Ecological Statistics.

Covariance structure of spatial and spatiotemporal processes

Peter Guttorp, Alexandra M. Schmidt, P. Guttorp, 2013 .

Space‐Time Modelling of Trends in Temperature Series

Peter Guttorp, P. Guttorp, P. Craigmile, 2011 .

Title Bayesian Inference for Non-Markovian Point Processes

P. Guttorp, T. Thorarinsdottir, 2010 .

Environmental Statistics—A Personal View

P. Guttorp, 2003 .

Extreme events in climate and weather–an interdisciplinary workshop

P. Guttorp, 2011 .

TESTING INTERACTION IN 2 x 2 DESIGNS USING TRANSFORMED DATA

P. Guttorp, P. Sampson, 2007 .

Analysis of event-based precipitation data with a view toward modeling

P. Guttorp, 1988 .

BAYESIAN INFERENCE AND MODEL CHOICE IN A HIDDEN STOCHASTIC TWO-COMPARTMENT MODEL OF HEMATOPOIETIC STEM CELL FATE DECISIONS.

P. Guttorp, J. Abkowitz, Y. Fong, 2009, The annals of applied statistics.

Multiscale detection and location of multiple variance changes in the presence of long memory

Peter Guttorp, Donald B. Percival, Brandon Whitcher, 2000 .

Stochastic Modeling of Early

P. Guttorp, S. Catlin, Adam John Hunter Newton, 2007 .

Stochastic Modeling of Early Hematopoiesis

M. Newton, P. Guttorp, S. Catlin, 1995 .

Random denominators and the analysis of ratio data

Peter Guttorp, Martin Liermann, P. Guttorp, 2004, Environmental and Ecological Statistics.

An X chromosome gene regulates hematopoietic stem cell kinetics.

P. Guttorp, S. Catlin, J. Abkowitz, 1998, Proceedings of the National Academy of Sciences of the United States of America.

On the Validity and Identi ability of SpatialDeformation Models for HeterogeneousSpatial Correlation

P. Guttorp, P. Sampson, S. M. Meiring, 1997 .

Point Processes, Spatial‐TemporalBased in part on the article “Point processes, spatial‐temporal” by Frederic Paik Schoenberg, David R. Brillinger, and Peter Guttorp, which appeared in the Encyclopedia of Environmetrics.

P. Guttorp, D. Brillinger, F. Schoenberg, 2013 .

Statistical analysis of biological monitoring data

P. Guttorp, 1992 .

Assessing the Uncertainty in Projecting Local Mean Sea Level from Global Temperature

P. Guttorp, D. Bolin, A. Särkkä, 2014 .

Behavior of Feline Hematopoietic Stem Cells Years After Busulfan Exposure

M. Newton, P. Guttorp, J. Abkowitz, 1993 .

Ecological Indices and Graphical Modeling of Factors In uencing Benthic Populations in Streams

P. Guttorp, F. Bunea, T. Richardson, 1999 .

A Hidden Markov Model for Space‐Time Precipitation

Peter Guttorp, Walter Zucchini, P. Guttorp, 1991 .

Full title: Stream Health Index for the Puget Sound Lowland Short title: SHIPSL

Grace S. Chiu, P. Guttorp, 2004 .

Ensemble fatigue?

P. Guttorp, T. Thorarinsdottir, P. Uotila, 2022 .

Strategies to expand transduced hematopoietic stem cells in vivo.

P. Guttorp, J. Abkowitz, D. Golinelli, 2004, Molecular therapy : the journal of the American Society of Gene Therapy.

Simulation of hematopoiesis: implications for the gene therapy of lysosomal enzyme disorders.

P. Guttorp, S. Catlin, J. Abkowitz, 1996, Acta haematologica.

Strategies for hematopoietic stem cell gene therapy: insights from computer simulation studies.

P. Guttorp, S. Catlin, J. Abkowitz, 1997, Blood.

Hematopoietic Stem Cell Behavior in Non-human Primates

Abkowitz, P. Guttorp, P. Lansdorp, 2007 .

Environmental Statistics

P. Guttorp, 2000 .

Compatibility of Continuous Rainfall Occurrence Models With Discrete Rainfall Observations

P. Guttorp, E. Foufoula‐Georgiou, 1986 .

Hobbs and LocateIll [ 1978 ] describe mesoscale rainfall ctivity MAP 3 S ( Multistate Atmospheric Power P oduct Pollution Study

P. Guttorp, E. Foufoula‐Georgiou, 2007 .

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

P. Guttorp, A. Albert-Green, Thordis, 2018 .

Evaluation of a dynamic downscaling of precipitation over the Norwegian mainland

P. Guttorp, A. Frigessi, O. E. Tveito, 2011 .

Web-based Supplementary Materials for Likelihood-Based Inference for Discretely Observed Birth-Shift-Death and Multi-Type Branching Processes

P. Guttorp, V. Minin, Jason Xu, 2015 .

A coupling proof of weak convergence

P. Guttorp, R. Lockhart, R. Kulperger, 1985, Journal of Applied Probability.

The Simulation of Hematopoiesis

P. Guttorp, S. Catlin, J. Abkowitz, 1996 .

Matérn Bertil

P. Guttorp, G. Lindgren, 2018, Wiley StatsRef: Statistics Reference Online.

Behavior of feline hematopoietic stem cells years after busulfan exposure.

M. Newton, P. Guttorp, J. Abkowitz, 1993, Blood.

Prediction Rules for Exponential Family State Space Models

A. Raftery, P. Guttorp, G. Grunwald, 1993 .

Recurrence and Ergodicity for Exponential Family State-Space Models

A. Raftery, P. Guttorp, G. Grunwald, 1989 .

Sea level adaptation decisions under uncertainty

Peter Guttorp, Thordis L. Thorarinsdottir, Martin Drews, 2017 .

Accounting for spatially varying directional effects in spatial covariance structures

Joaquim H. Vianna Neto, Alexandra Mello Schmidt, Peter Guttorp, 2012, 1209.5977.

Predicting extinction or explosion in a Galton–Watson branching process

P. Guttorp, M. Perlman, 2013 .

Latent health factor index: a statistical modeling approach for ecological health assessment

Anton H. Westveld, Peter Guttorp, Grace S. Chiu, 2011 .

Beyond Calculations: A Course in Statistical Thinking

Peter Guttorp, Martin Liermann, P. Guttorp, 2019, The American Statistician.

Estimation in models for security prices

Peter Guttorp, Knut K. Aase, P. Guttorp, 1987 .

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

P. Guttorp, Harry Podschwit, N. Larkin, 2018, Environmental and Ecological Statistics.

New vigour involving statisticians to overcome ensemble fatigue

Peter Guttorp, Thordis L. Thorarinsdottir, Rasmus E. Benestad, 2017 .

20 Methods for estimating heterogeneous spatial covariance functions with environmental applications

Peter Guttorp, Paul D. Sampson, P. Guttorp, 1994, Environmental Statistics.

The replication rate of human hematopoietic stem cells in vivo.

P. Guttorp, S. Catlin, J. Abkowitz, 2011, Blood.

Hematopoietic stem-cell behavior in nonhuman primates.

Peter Guttorp, Bryan E Shepherd, Hans-Peter Kiem, 2007, Blood.

Estimating human hematopoietic stem cell kinetics using granulocyte telomere lengths.

Peter Guttorp, Bryan E Shepherd, Janis L Abkowitz, 2004, Experimental hematology.

Evidence that the number of hematopoietic stem cells per animal is conserved in mammals.

Peter Guttorp, Janis L Abkowitz, P. Guttorp, 2002, Blood.

In vivo kinetics of murine hemopoietic stem cells

P. Guttorp, J. Abkowitz, D. Harrison, 2000 .

In vivo kinetics of murine hemopoietic stem cells.

P Guttorp, P. Guttorp, J. Abkowitz, 2000, Blood.

On the asymptotic distributions of high-order spacings statistics

P. Guttorp, R. Lockhart, 1989 .

On the asymptotic distribution of quadratic forms in uniform order statistics

P. Guttorp, R. Lockhart, 1988 .

Visualizing hematopoiesis as a stochastic process.

Peter Guttorp, Yiwen Wang, Jason Xu, 2018, Blood advances.

Evidence for the maintenance of hematopoiesis in a large animal by the sequential activation of stem-cell clones.

P Guttorp, M A Newton, M. Newton, 1990, Proceedings of the National Academy of Sciences of the United States of America.

Network bias in air quality monitoring design

P. Guttorp, N. Loperfido, 2008 .

Predicting extinction or explosion in a Galton–Watson branching process

P. Guttorp, M. Perlman, 2013, Statistical Inference for Stochastic Processes.

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

Peter Guttorp, Jason Xu, Vladimir N Minin, 2014, Biometrics.

Behavior of hematopoietic stem cells in a large animal.

P Guttorp, P. Guttorp, S. Catlin, 1995, Proceedings of the National Academy of Sciences of the United States of America.

Hematopoiesis as a competitive exclusion process: Estimation of a stem cell selective advantage

P. Guttorp, S. Catlin, J. Abkowitz, 2004 .

Evidence that hematopoiesis may be a stochastic process in vivo

Peter Guttorp, Janis L. Abkowitz, P. Guttorp, 1996, Nature Medicine.

Power Transformations and Tests of Environmental Impact as Interaction Effects

Peter Guttorp, Paul D. Sampson, P. Guttorp, 1991 .

A Probability Model for Severe Cyclonic Storms Striking the Coast around the Bay of Bengal

M. L. Thompson, P. Guttorp, M. Thompson, 1986 .

A spatio-temporal model based on the SVD to analyze daily average temperature across the Sicily region

P. Guttorp, 2013 .

Multivariate receptor models and model uncertainty

Peter Guttorp, Eun Sug Park, Man-Suk Oh, 2002 .

Wavelet analysis of covariance with application to atmospheric time series

Peter Guttorp, Donald B. Percival, Brandon Whitcher, 2000 .

Mathematical Background for Wavelet Estimators of Cross-Covariance and Cross-Correlation

P. Guttorp, D. Percival, Brandon Whitcher, 2022 .

Point Processes, Spatial

Peter Guttorp, David R. Brillinger, Frederic Paik Schoenberg, 2006 .

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

Peter Guttorp, Anna-Kaisa Ylitalo, P. Guttorp, 2016, 1603.01066.

Stochastic modeling of rainfall

Peter Guttorp, P. Guttorp, 1996 .

Advances in Modeling and Inference for Environmental Processes with Nonstationary Spatial Covariance

Peter Guttorp, Paul D. Sampson, Doris Damian, 2001 .

An Introduction to the Theory of Point Processes (D. J. Daley and D. Vere-Jones)

Peter Guttorp, P. Guttorp, 1990, SIAM Rev..

CAN A REGIONAL CLIMATE MODEL REPRODUCE OBSERVED EXTREME TEMPERATURES

Peter F. Craigmile, P. Guttorp, P. Craigmile, 2013 .

Locating major PM10 source areas in Seoul using multivariate receptor modeling

Peter Guttorp, Eun Sug Park, Ho Kim, 2004, Environmental and Ecological Statistics.

Discovering early diabetic neuropathy from epidermal nerve fiber patterns

P. Guttorp, A. Särkkä, C. Andersson, 2016, Statistics in medicine.

On least-squares estimation of b values

P. Guttorp, 1987 .

On estimating varying b values

P. Guttorp, D. Hopkins, 1986 .

PARAMETER ESTIMATION FOR STOCHASTIC PROCESSES (Research and Exposition in Mathematics, 6)

P. Guttorp, 1985 .

A combined estimate of global temperature

P. Guttorp, P. Craigmile, 2021, Environmetrics.

ROBUSTNESS FOR POINT PROCESSES

P. Guttorp, R. Assunção, 1995 .

Charlier, Carl V.L.

P. Guttorp, G. Lindgren, 2018, Wiley StatsRef: Statistics Reference Online.

The Martian annual atmospheric pressure cycle: Years without great dust storms

Peter Guttorp, Donald B. Percival, P. Guttorp, 1993 .

Effective Uncertainty Visualization for Aftershock Forecast Maps

P. Guttorp, Max Schneider, Nadine Fleischhut, 2021, Natural Hazards and Earth System Sciences.

Wavelet-based parameter estimation for polynomial contaminated fractionally differenced processes

Peter Guttorp, Donald B. Percival, Peter F. Craigmile, 2005, IEEE Transactions on Signal Processing.

Statistical Analysis and Interpretation of Discrete Compositional Data

P. Guttorp, W. Fagan, D. Billheimer, 1998 .

Climate Statistics and Public Policy

P. Guttorp, 2012 .

A Nonhomogeneous Hidden Markov Model for Precipitation

Peter Guttorp, James P. Hughes, Stephen P. Charles, 1996 .

Point Processes, Spatial-Temporal†‡

Peter Guttorp, David R. Brillinger, Frederic Paik Schoenberg, 2014 .

Variance Reduction for Ultrasonic Attenuation Measurements from Backscatter in Biological Tissue

P. Guttorp, F. Foster, E. Gow, 1985, IEEE Transactions on Sonics and Ultrasonics.

Continuous Parameter Spatio-Temporal Processes

Peter Guttorp, Tilmann Gneiting, P. Guttorp, 2010 .

Statistical inference for partially observed branching processes with application to cell lineage tracking of in vivo hematopoiesis

Peter Guttorp, Jason Xu, Vladimir N. Minin, 2016, The Annals of Applied Statistics.

Statistical inference in partially observed stochastic compartmental models with application to cell lineage tracking of in vivo hematopoiesis

Peter Guttorp, Jason Xu, Vladimir N. Minin, 2016 .

Non-stationarity in Esbjerg sea-level returnlevels: Applications in climate change adaptation

P. Guttorp, T. Thorarinsdottir, M. Drews, 2019, 1911.03874.

Modelling non-stationary spatial covariance structure from space-time monitoring data.

P Monestiez, W Meiring, P D Sampson, 1997, Ciba Foundation symposium.

Distribution of the maximum in air pollution fields

Peter Guttorp, Sofia Åberg, P. Guttorp, 2008 .

Bayesian Inference for Non-Markovian Point Processes

Peter Guttorp, Thordis L. Thorarinsdottir, P. Guttorp, 2012 .

A Markov Chain Model of Tornadic Activity

Peter Guttorp, Caren Marzban, Mathias Drton, 2003 .

A non‐homogeneous hidden Markov model for precipitation occurrence

James P. Hughes, P. Guttorp, S. Charles, 1999 .

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

P. Guttorp, Jia Xu, 2011 .

Computational Issues in Fitting Spatial Deformation Models for Heterogeneous Spatial Correlation

P. Guttorp, P. Sampson, W. Meiring, 1998 .

Robustness for Inhomogeneous Poisson Point Processes

Peter Guttorp, Renato M. Assunção, P. Guttorp, 1999 .

Modeling and assessing climatic trends

P. Guttorp, P. Craigmile, A. Davison, 2019, Handbook of Environmental and Ecological Statistics.

What you see is not what is there: Mechanisms, models, and methods for point pattern deviations

P. Guttorp, T. Thorarinsdottir, J. Kostensalo, 2023, 2310.02292.

Discovering early diabetic neuropathy from epidermal nerve fiber patterns

P. Guttorp, A. Särkkä, C. Andersson, 2016, Statistics in medicine.

A note on point process analysis of Chinese earthquake data

P. Guttorp, M. Thompson, 1990 .

A hierarchical Gauss-Pareto model for spatial prediction of extreme precipitation

P. Guttorp, Robert Yuen, 2014 .

Empirical Modelling of Population Time Series Data: The Case of Age and Density Dependent Vital Rates

John Guckenheimer, Peter Guttorp, David R. Brillinger, 2012 .

Hematopoietic stem-cell behavior in nonhuman primates.

P. Guttorp, J. Abkowitz, P. Lansdorp, 2007, Blood.

Setting environmental standards: A statistician's perspective

Peter Guttorp, P. Guttorp, 2006 .

Series of Irregular Observations: Forecasting and Model Building (Robert Azencott and Didier Dacunha-Castelle)

Peter Guttorp, P. Guttorp, 1988 .

Estimating Second-Order Parameters of Volcanicity from Historical Data

Peter Guttorp, Mary Lou Thompson, P. Guttorp, 1991 .

Three papers on the history of branching processes

P. Guttorp, J. Steffensen, K. Albertsen, 1995 .

On the evaluation of geophysical models

A. Walden, P. Guttorp, 1987 .

Statistics and Climate

P. Guttorp, 2014 .

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

P. Guttorp, V. Minin, Jason Xu, 2014, Biometrics.

A preliminary statistical examination of the effects of uncertainty and variability on environmental regulatory criteria for ozone.

P. Guttorp, P. Sampson, L. Cox, 1999, Novartis Foundation symposium.

Karl Pearson and the Scandinavian School of Statistics

Peter Guttorp, Georg Lindgren, P. Guttorp, 2009 .

Regional climate model assessment using statistical upscaling and downscaling techniques

Peter Guttorp, Peter F. Craigmile, Veronica J. Berrocal, 2012 .

Estimating daily mean temperature from synoptic climate observations

Peter Guttorp, Yuting Ma, P. Guttorp, 2013 .

Multivariate Receptor Modeling for Air Quality Data in Space and/or Time

Eun Sug Park, P. Guttorp, Ho Kim, 2001 .