Peter Guttorp

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Peter Guttorp is affiliated with the following schools: University of California, Berkeley, University of Washington

Peter Guttorp's AcademicInfluence.com Rankings

Peter Guttorp

Mathematics

#6654

World Rank

#9174

Historical Rank

Statistics

#663

World Rank

#748

Historical Rank

mathematics Degrees

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Mathematics

Peter Guttorp's Degrees

PhD Statistics University of California, Berkeley

Why Is Peter Guttorp Influential?

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According to Wikipedia, Peter Guttorp is a statistician, born in Sweden, with most of his career in the United States. He is a professor emeritus at the University of Washington and professor at the Norwegian Computing Center. Most of his work is in stochastic modeling of scientific data in hematology, geosciences, and climatology, with particular focus on spatial and spatio-temporal approaches. He has also worked in the history of statistics.

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Peter Guttorp's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

The Taming of Chance. (1992) (2158)
Nonparametric Estimation of Nonstationary Spatial Covariance Structure (1992) (804)
Handbook of spatial statistics (2010) (441)
A non‐homogeneous hidden Markov model for precipitation occurrence (1999) (425)
Wavelet analysis of covariance with application to atmospheric time series (2000) (335)
Geostatistical Space-Time Models, Stationarity, Separability, and Full Symmetry (2007) (314)
A class of stochastic models for relating synoptic atmospheric patterns to regional hydrologic phenomena (1994) (295)
Statistical Interpretation of Species Composition (2001) (286)
Evidence that hematopoiesis may be a stochastic process in vivo (1996) (267)
Stochastic modeling of scientific data (1995) (254)
A review of statistical methods for the meteorological adjustment of tropospheric ozone (2001) (249)
Studies in the history of probability and statistics XLIX On the Matérn correlation family (2006) (247)
Evidence that the number of hematopoietic stem cells per animal is conserved in mammals. (2002) (225)
A hidden Markov model for downscaling synoptic atmospheric patterns to precipitation amounts (2000) (212)
The replication rate of human hematopoietic stem cells in vivo. (2011) (209)
A Hidden Markov Model for Space‐Time Precipitation (1991) (185)
A space-time analysis of ground-level ozone data (1994) (154)
Long-Memory Processes, the Allan Variance and Wavelets (1994) (153)
Behavior of hematopoietic stem cells in a large animal. (1995) (145)
The Martian annual atmospheric pressure cycle: Years without great dust storms (1993) (128)
Testing for homogeneity of variance in time series: Long memory, wavelets, and the Nile River (2002) (127)
Bayesian estimation of semi‐parametric non‐stationary spatial covariance structures (2001) (125)
Bayesian estimation of climate sensitivity based on a simple climate model fitted to observations of hemispheric temperatures and global ocean heat content (2012) (105)
An X chromosome gene regulates hematopoietic stem cell kinetics. (1998) (105)
Evidence for the maintenance of hematopoiesis in a large animal by the sequential activation of stem-cell clones. (1990) (104)
Statistical inference for branching processes (1991) (102)
Estimating human hematopoietic stem cell kinetics using granulocyte telomere lengths. (2004) (97)
Time Series of Continuous Proportions (1993) (97)
In vivo kinetics of murine hemopoietic stem cells. (2000) (95)
Considering covariates in the covariance structure of spatial processes (2011) (94)
A stochastic approach for assessing the effect of changes in synoptic circulation patterns on gauge precipitation (1993) (94)
Incorporating Spatial Dependence and Atmospheric Data in a Model of Precipitation (1994) (91)
20 Methods for estimating heterogeneous spatial covariance functions with environmental applications (1994) (90)
Finding the Location of a Signal: A Bayesian Analysis (1988) (85)
Hematopoietic stem-cell behavior in nonhuman primates. (2007) (81)
In vivo kinetics of murine hemopoietic stem cells (2000) (77)
Bias Correction and Bayesian Model Averaging for Ensemble Forecasts of Surface Wind Direction (2010) (76)
Uncertainty analysis in climate change assessments (2013) (70)
Trend assessment in a long memory dependence model using the discrete wavelet transform (2004) (64)
Multiscale detection and location of multiple variance changes in the presence of long memory (2000) (64)
The kinetics of clonal dominance in myeloproliferative disorders. (2005) (59)
Space-time estimation of grid-cell hourly ozone levels for assessment of a deterministic model (1998) (59)
Multivariate receptor models and model uncertainty (2002) (58)
Multivariate Receptor Modeling for Temporally Correlated Data by Using MCMC (2001) (57)
An Introduction to the Theory of Point Processes (D. J. Daley and D. Vere-Jones) (1990) (54)
Accounting for spatially varying directional effects in spatial covariance structures (2012) (51)
Wavelet-based parameter estimation for polynomial contaminated fractionally differenced processes (2005) (50)
Advances in Modeling and Inference for Environmental Processes with Nonstationary Spatial Covariance (2001) (50)
Robustness of Estimators for Directional Data (1988) (49)
Using Transforms to Analyze Space-Time Processes (2007) (48)
Space‐time modelling of trends in temperature series (2011) (47)
A Nonhomogeneous Hidden Markov Model for Precipitation (1996) (39)
Natural variability of benthic species composition in the Delaware Bay (2004) (39)
Continuous Parameter Spatio-Temporal Processes (2010) (38)
Random denominators and the analysis of ratio data (2004) (37)
A simple non-separable, non-stationary spatiotemporal model for ozone (2009) (36)
On the Whittle-Matérn correlation family (2005) (36)
Compatibility of Continuous Rainfall Occurrence Models With Discrete Rainfall Observations (1986) (36)
On the asymptotic distribution of quadratic forms in uniform order statistics (1988) (35)
Estimating daily mean temperature from synoptic climate observations (2013) (34)
Variance modeling for nonstationary spatial processes with temporal replications (2003) (32)
Point Processes, Spatial-Temporal†‡ (2014) (32)
Mathematical Background for Wavelet Estimators of Cross-Covariance and Cross-Correlation (32)
New vigour involving statisticians to overcome ensemble fatigue (2017) (30)
Statistical Assessment of Numerical Models * (2003) (28)
Behavior of feline hematopoietic stem cells years after busulfan exposure. (1993) (25)
On Binary Time Series Obtained From Continuous Time Point Processes Describing Rainfall (1986) (25)
Network bias in air quality monitoring design (2008) (25)
Regional climate model assessment using statistical upscaling and downscaling techniques (2012) (25)
Estimating Second-Order Parameters of Volcanicity from Historical Data (1991) (25)
Assessment of a class of Neyman‐Scott models for temporal rainfall (1987) (24)
Evaluation of a dynamic downscaling of precipitation over the Norwegian mainland (2011) (24)
Continuous Parameter Stochastic Process Theory (2010) (23)
On least-squares estimation of b values (1987) (22)
Operational evaluation of air quality models. (1999) (22)
Strategies for hematopoietic stem cell gene therapy: insights from computer simulation studies. (1997) (22)
Bayesian Inference for Non-Markovian Point Processes (2012) (21)
Covariance structure of spatial and spatiotemporal processes (2013) (21)
Statistical Analysis and Interpretation of Discrete Compositional Data (1998) (21)
Likelihood‐based inference for discretely observed birth–death‐shift processes, with applications to evolution of mobile genetic elements (2014) (21)
Uncertainty in Ranking the Hottest Years of U.S. Surface Temperatures (2013) (20)
A stochastic model for haematopoiesis in cats. (1990) (20)
A Markov Chain Model of Tornadic Activity (2003) (19)
Bayesian inference in a hidden stochastic two-compartment model for feline hematopoiesis. (2006) (19)
On estimating varying b values (1986) (19)
STATISTICAL PREDICTION OF GLOBAL SEA LEVEL FROM GLOBAL TEMPERATURE (2015) (19)
Statistical Inference in a Two‐Compartment Model for Hematopoiesis (2001) (18)
Stochastic Modeling of Early Hematopoiesis (1995) (18)
Latent health factor index: a statistical modeling approach for ecological health assessment (2011) (18)
Climate change, trends in extremes, and model assessment for a long temperature time series from Sweden (2011) (18)
Modeling juvenile salmon migration using A simple markov chain (2001) (18)
Point Processes, Temporal (2006) (17)
Beyond Calculations: A Course in Statistical Thinking (2019) (17)
Estimation in models for security prices (1987) (17)
Probability Via Expectation (3rd ed.). (1993) (17)
Nonparametric estimation of intensities for sampled counting processes (1990) (16)
Prediction Rules for Exponential Family State Space Models (1993) (16)
Locating major PM10 source areas in Seoul using multivariate receptor modeling (2004) (16)
On the evaluation of geophysical models (1987) (16)
Sea level adaptation decisions under uncertainty (2017) (15)
What Happened to Discrete Chaos, the Quenouille Process, and the Sharp Markov Property? Some History of Stochastic Point Processes (2012) (14)
A Probability Model for Severe Cyclonic Storms Striking the Coast around the Bay of Bengal (1986) (14)
CAN A REGIONAL CLIMATE MODEL REPRODUCE OBSERVED EXTREME TEMPERATURES (2013) (13)
What we look at in paintings: A comparison between experienced and inexperienced art viewers (2016) (12)
Wavelet-Based Parameter Estimation for Trend Contaminated Fractionally Differenced Processes (2000) (12)
Robustness for Inhomogeneous Poisson Point Processes (1999) (12)
Discovering early diabetic neuropathy from epidermal nerve fiber patterns (2016) (12)
Power Transformations and Tests of Environmental Impact as Interaction Effects (1991) (11)
BAYESIAN INFERENCE AND MODEL CHOICE IN A HIDDEN STOCHASTIC TWO-COMPARTMENT MODEL OF HEMATOPOIETIC STEM CELL FATE DECISIONS. (2009) (11)
Visualizing hematopoiesis as a stochastic process. (2018) (11)
Statistics and Climate (2014) (11)
Setting environmental standards: A statistician's perspective (2006) (10)
Environmental Statistics—A Personal View (2003) (10)
Stream health index for the Puget Sound Lowland (2006) (10)
Karl Pearson and the Scandinavian School of Statistics (2009) (10)
The Impact of Wavelet Coefficient Correlations on Fractionally Differenced Process Estimation (2001) (9)
Empirical Modelling of Population Time Series Data: The Case of Age and Density Dependent Vital Rates (2012) (9)
Three papers on the history of branching processes (1995) (9)
Compositional analysis of overdispersed counts using generalized estimating equations (2011) (9)
Variance Reduction for Ultrasonic Attenuation Measurements from Backscatter in Biological Tissue (1985) (9)
Behavior of Feline Hematopoietic Stem Cells Years After Busulfan Exposure (1993) (9)
National Research Center for Statistics and the Environment (2006) (8)
Simulation of hematopoiesis: implications for the gene therapy of lysosomal enzyme disorders. (1996) (8)
Stochastic modeling of rainfall (1996) (8)
Statistical inference for partially observed branching processes with application to cell lineage tracking of in vivo hematopoiesis (2016) (7)
Point Processes, Spatial (2006) (7)
Statistical inference for some Volterra population processes in a random environment (1984) (7)
Surface Ozone Observations with investigation of Trends (1999) (7)
Statistical analysis of biological monitoring data (1992) (7)
Assessing the Uncertainty in Projecting Local Mean Sea Level from Global Temperature (2014) (7)
Strategies to expand transduced hematopoietic stem cells in vivo. (2004) (7)
Distribution of the maximum in air pollution fields (2008) (7)
Flexible spatial covariance functions (2020) (7)
Consistent Estimation in Partially Observed Random Walks (1985) (7)
Bayesian inference by simulation in a stochastic model from hematology (1992) (7)
Analysis of event-based precipitation data with a view toward modeling (1988) (6)
Computational Issues in Fitting Spatial Deformation Models for Heterogeneous Spatial Correlation (1998) (6)
A spatio-temporal model based on the SVD to analyze daily average temperature across the Sicily region (2013) (6)
Spatial Aggregation and the Ecological Fallacy (2010) (6)
PARAMETER ESTIMATION FOR STOCHASTIC PROCESSES (Research and Exposition in Mathematics, 6) (1985) (5)
Hematopoietic Stem Cell Behavior in Non-human Primates (2007) (5)
Predicting extinction or explosion in a Galton–Watson branching process (2013) (5)
Hematopoiesis as a competitive exclusion process: Estimation of a stem cell selective advantage (2004) (5)
On the asymptotic distributions of high-order spacings statistics (1989) (5)
An Ecological Latent Health Factor Index via a RandomEffects Model for Taxa Richness and Composition (2007) (5)
A preliminary statistical examination of the effects of uncertainty and variability on environmental regulatory criteria for ozone. (1999) (5)
The Martian annual atmospheric pressure cycle (1993) (4)
An Approach to Statistical Spatial-Temporal Modeling of Meteorological Fields: Comment (1994) (4)
Estimating wildfire growth from noisy and incomplete incident data using a state space model (2018) (4)
The role of statisticians in international science policy (2011) (4)
Modelling non-stationary spatial covariance structure from space-time monitoring data. (1997) (4)
A note on point process analysis of Chinese earthquake data (1990) (4)
Point Process Models and Methods in Spatial Epidemiology (2010) (4)
Series of Irregular Observations: Forecasting and Model Building (Robert Azencott and Didier Dacunha-Castelle) (1988) (4)
Ecological Indices and Graphical Modeling of Factors In uencing Benthic Populations in Streams (1999) (4)
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. (2013) (4)
ROBUSTNESS FOR POINT PROCESSES (1995) (3)
Interacting cluster point process model for epidermal nerve fibers (2020) (3)
Co-occurrence of ozone and acidic cloudwater in high-elevation forests (1991) (3)
Modeling and assessing climatic trends (2017) (3)
Statistical inference in partially observed stochastic compartmental models with application to cell lineage tracking of in vivo hematopoiesis (2016) (3)
Estimation in sparsely sampled random walks (1989) (3)
Predicting extinction or explosion in a Galton–Watson branching process (2013) (3)
Full title : New Developments involving the Stream Health Index for the Puget Sound Lowland Short title : SHIPSL — New Developments (2004) (2)
Non-separability of space-time covariance models in environmental studies ∗ (2003) (2)
A combined estimate of global temperature (2021) (2)
On the Validity and Identifiability of Spatial Deformation Models for Heterogeneous Spatial Correlat (1997) (2)
Effective Uncertainty Visualization for Aftershock Forecast Maps (2021) (2)
A hierarchical Gauss-Pareto model for spatial prediction of extreme precipitation (2014) (2)
Computation and Interpretation of Deformations for Landmark Data in Morphometrics and Environmetrics (1992) (2)
Warm streaks in the U.S. temperature record: What are the chances? (2014) (1)
Supplemental material to : Evaluation of a dynamic downscaling of Norwegian precipitation Elisabeth Orskaug (2011) (1)
Correction to “The Martian annual atmospheric pressure cycle: Years without great dust storms” by James E. Tillman, Neal C. Johnson, Peter Guttorp, and Donald B. Percival (1994) (1)
In Memory of George Casella (2013) (1)
Criticality conditions for some random environment population processes (1981) (1)
Recurrence and Ergodicity for Exponential Family State-Space Models (1989) (1)
Title Bayesian Inference for Non-Markovian Point Processes (2010) (1)
A Hierarchical Bayes Model for Combining Precipitation Measurements from Different Sources (2008) (1)
The Simulation of Hematopoiesis (1996) (1)
Hidden Markov Models for Time Series: An Introduction Using R by ZUCCHINI, W. and MACDONALD, I. L. (2011) (1)
Comments on the PM Criteria Document (2001) (1)
Estimating the Replication Rate of Hematopoietic Stem Cells in Non-Human Primates: A Test of Hayflick’s Hypothesis. (2005) (1)
Discrete Spatial Variation (2010) (1)
Calibrating regionally downscaled precipitation over Norway through quantile-based approaches (2016) (1)
A coupling proof of weak convergence (1985) (1)
Spatial Point Process Models (2010) (1)
Estimating the Replication Rate of Hematopoietic Stem Cells (HSC) In Vivo. (2009) (1)
How to save Bergen from the sea? Decisions under uncertainty (2018) (1)
Extreme events in climate and weather–an interdisciplinary workshop (2011) (1)
Special section on statistics in the atmospheric sciences (2008) (1)
The Impact of Wavelet CoeÆcient Correlations on Fractionally Di erenced Process Estimation (2000) (1)
Environmetrics Silver Anniversary Special Issue (2014) (1)
Comment on ‘ Significance tests in climate science ’ (2011) (1)
Selected works of David Brillinger (2012) (1)
Hobbs and LocateIll [ 1978 ] describe mesoscale rainfall ctivity MAP 3 S ( Multistate Atmospheric Power P oduct Pollution Study (2007) (0)
BAYESIAN INFERENCE AND MODEL CHOICE IN A HIDDEN STOCHASTIC TWO-COMPARTMENT MODEL OF HEMATOPOIETIC STEM CELL FATE DECISIONS 1 (2010) (0)
Non-stationarity in Esbjerg sea-level returnlevels: Applications in climate change adaptation (2019) (0)
Discrete time Markov chains (1995) (0)
BOOK REVIEW: Models for Infectious Human Diseases: Their Structure and Relation to Data. V. Isham and G. Medley (eds) Publications of the Newton Institute, vol. 6, Cambridge University Press, 1996. No. of pages: xxiii+490. Price: $59.95. ISBN: 0‐521‐45339‐9 (1997) (0)
Sense and nonsense about significance testing (2011) (0)
Title Does Bayes beat squinting ? Estimating unobserved aspects of a spatial cluster process (2018) (0)
A STOCHASTIC lVI 0 DEL FOR HEMATOPOIESIS IN CATS by (1989) (0)
Editor's/Publisher's Disclaimer (1998) (0)
Extinction or Explosion in a Galton-Watson Branching Process : Testing or Prediction ? (2012) (0)
TESTING INTERACTION IN 2 x 2 DESIGNS USING TRANSFORMED DATA (2007) (0)
Commentary by Pedro A. Morettin (2012) (0)
ESTIMATION OF THE KILLING DISTRIBUTION FOR KILLED POISSON PROCESSES (1983) (0)
How We Know that the Earth is Warming (2019) (0)
Rejoinder to the discussion on “A combined estimate of global temperature” (2022) (0)
Spatio-Temporal Processes (2010) (0)
237 : “ Effective uncertainty visualization for aftershock forecast maps ” (0)
eSACP - a new Nordic initiative towards developing statistical climate services (2015) (0)
Full title: Stream Health Index for the Puget Sound Lowland Short title: SHIPSL (2004) (0)
Editorial (2010) (0)
Charlier, Carl V.L. (2018) (0)
Commentary by Victor M. Panaretos (2012) (0)
Advances in statistical methods for climate analysis (2012) (0)
Continuous time Markov chains (1995) (0)
Title Validation of point process forecasts (2019) (0)
New Challenges in Environmental Statistics (2005) (0)
Why Distinguish Between Statistics and Mathematical Statistics–The Case of Swedish Academia (2016) (0)
Climate Change Impacts on Ecology and the Environment (2008) (0)
Local Climate Projections: A Little Money Goes a Long Way (2019) (0)
Web-based Supplementary Materials for Likelihood-Based Inference for Discretely Observed Birth-Shift-Death and Multi-Type Branching Processes (2015) (0)
A Learning Model (Y. P. Sabharwal and B. R. Gupta) (1982) (0)
Subject Index Vol. 95, 1996 (1996) (0)
Classical Geostatistical Methods (2010) (0)
Stochastic Modeling of Hematopoietic Stem and Progenitor Cell Barcoding Data from Rhesus Macaques Challenges the Classic Model of Hematopoiesis (2016) (0)
Discussion (2004) (0)
Panel discussion: theory and methodology (2012) (0)
Environmental Statistics (2000) (0)
Markov random fields (1995) (0)
Stochastic Modeling of Early (2007) (0)
Multivariate Receptor Modeling for Air Quality Data in Space and/or Time (2001) (0)
Matérn Bertil (2018) (0)
How We Know that the Earth is Warming (2017) (0)
Commentary: Introductory Comments to Some Applied Papers by David R. Brillinger, by Tore Schweder and Haiganoush Preisler (2012) (0)
Discussion (2004) (0)
Dimensionality Reduction for large Spatio-Temporal datasets based on SVD (2013) (0)
On the Validity and Identi ability of SpatialDeformation Models for HeterogeneousSpatial Correlation (1997) (0)
Continuous Spatial Variation (2010) (0)
Ensemble fatigue? (0)
Editorial: Special Institutional Thematic Issue: National Research Center for Statistics and the Environment, University of Washington (2004) (0)
Brownian motion and diffusion (1995) (0)
Validation of point process predictions with proper scoring rules (2021) (0)
A SIMPLE MODEL FOR ACOUSTIC NOISE (1981) (0)
Global temperature analysis with non-stationary random field models (2011) (0)
Commentary by Peter Guttorp (2012) (0)
Contents, Vol. 95, 1996 (1996) (0)
Climate Statistics and Public Policy (2012) (0)
Decorrelation Properties of Wavelet Based Estimators for Fractionally Differenced Processes (2001) (0)
Estimating wildfire growth from noisy and incomplete incident data using a state space model (2018) (0)

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What Schools Are Affiliated With Peter Guttorp?

Peter Guttorp is affiliated with the following schools:

Peter Guttorp's Academic­Influence.com Rankings