Montserrat Fuentes
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Spanish statistician
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Montserrat Fuentesmathematics Degrees
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Statistics
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Mathematics
Montserrat Fuentes's Degrees
- PhD Statistics University of Chicago
- Masters Statistics University of Chicago
- Bachelors Mathematics University of Valladolid
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Why Is Montserrat Fuentes Influential?
(Suggest an Edit or Addition)According to Wikipedia, Montserrat Fuentes is a Spanish statistician and academic administrator, the president of St. Edward's University in Austin, Texas. She is also the Coordinating Editor and Applications and Case Studies Editor for the Journal of the American Statistical Association. In her research, she applies spatial analysis to atmospheric science.
Montserrat Fuentes'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
- Handbook of spatial statistics (2010) (441)
- Spectral methods for nonstationary spatial processes (2002) (259)
- Model Evaluation and Spatial Interpolation by Bayesian Combination of Observations with Outputs from Numerical Models (2005) (245)
- Approximate Likelihood for Large Irregularly Spaced Spatial Data (2007) (239)
- Bayesian Spatial Quantile Regression (2011) (215)
- A framework for evaluating regional-scale numerical photochemical modeling systems (2010) (188)
- A high frequency kriging approach for non‐stationary environmental processes (2001) (165)
- Testing for separability of spatial–temporal covariance functions (2006) (159)
- A MULTIVARIATE SEMIPARAMETRIC BAYESIAN SPATIAL MODELING FRAMEWORK FOR HURRICANE SURFACE WIND FIELDS (2007) (124)
- Mesoscale variability of Sea‐viewing Wide Field‐of‐view Sensor (SeaWiFS) satellite ocean color: Global patterns and spatial scales (2003) (121)
- A Real-Time Hurricane Surface Wind Forecasting Model: Formulation and Verification (2006) (110)
- Comparison of exposure estimation methods for air pollutants: ambient monitoring data and regional air quality simulation. (2012) (103)
- Bayesian entropy for spatial sampling design of environmental data (2007) (95)
- Maternal Exposure to Criteria Air Pollutants and Congenital Heart Defects in Offspring: Results from the National Birth Defects Prevention Study (2014) (82)
- Nonparametric spatial models for extremes: application to extreme temperature data (2013) (78)
- Isotropic covariance functions on spheres: Some properties and modeling considerations (2016) (75)
- Spatial‐Temporal Modeling of the Association between Air Pollution Exposure and Preterm Birth: Identifying Critical Windows of Exposure (2012) (75)
- A New Class of Nonstationary Spatial Models (2001) (75)
- A formal test for nonstationarity of spatial stochastic processes (2005) (72)
- Impact of Climate Change on Ambient Ozone Level and Mortality in Southeastern United States (2010) (67)
- A class of nonseparable and nonstationary spatial temporal covariance functions (2008) (65)
- Spatial Association between Speciated Fine Particles and Mortality (2006) (62)
- Interpolation of nonstationary air pollution processes: a spatial spectral approach (2002) (61)
- Threshold Dependence of Mortality Effects for Fine and Coarse Particles in Phoenix, Arizona (2000) (58)
- Spatial-temporal association between fine particulate matter and daily mortality (2009) (56)
- Using Transforms to Analyze Space-Time Processes (2007) (48)
- Spatial–temporal mesoscale modeling of rainfall intensity using gage and radar data (2008) (47)
- A comparative study of Gaussian geostatistical models and Gaussian Markov random field models1. (2008) (46)
- Circulant Embedding of Approximate Covariances for Inference From Gaussian Data on Large Lattices (2017) (46)
- Modeling and predicting complex space–time structures and patterns of coastal wind fields (2005) (42)
- Analysis of the effects of ultrafine particulate matter while accounting for human exposure (2009) (37)
- Bayesian Variable Selection for Multivariate Spatially Varying Coefficient Regression (2010) (29)
- Bayesian modeling for large spatial datasets (2012) (28)
- Statistical Assessment of Numerical Models * (2003) (28)
- Multivariate spatial nonparametric modelling via kernel processes mixing. (2013) (27)
- Circular conditional autoregressive modeling of vector fields (2012) (26)
- Air Pollution Metric Analysis While Determining Susceptible Periods of Pregnancy for Low Birth Weight (2013) (26)
- Multivariate Spatial-temporal Modeling and Prediction of Speciated Fine Particles (2009) (25)
- Bayesian spatial–temporal model for cardiac congenital anomalies and ambient air pollution risk assessment (2012) (24)
- Sensitivity of ecological models to their climate drivers: statistical ensembles for forcing. (2006) (23)
- Spatial variable selection methods for investigating acute health effects of fine particulate matter components (2015) (23)
- A statistical framework to combine multivariate spatial data and physical models for Hurricane surface wind prediction (2008) (22)
- Bayesian multinomial probit modeling of daily windows of susceptibility for maternal PM2.5 exposure and congenital heart defects (2016) (22)
- Multivariate spatial modeling of conditional dependence in microscale soil elemental composition data (2014) (21)
- Nonparametric Bayesian models for a spatial covariance. (2012) (21)
- Sampling and Statistical Considerations for Hydroacoustic Surveys Used in Estimating Abundance of Forage Fishes in Reservoirs (2005) (20)
- Fused Adaptive Lasso for Spatial and Temporal Quantile Function Estimation (2016) (20)
- Statistical issues in health impact assessment at the state and local levels (2009) (19)
- A new class of nonstationaryspatial models (2001) (18)
- Estimating the Health Impact of Climate Change With Calibrated Climate Model Output (2012) (17)
- Comparing exposure metrics for the effects of fine particulate matter on emergency hospital admissions (2013) (16)
- Model Validation and Spatial Interpolation by Combining Observations with Outputs from Numerical Models via Bayesian Melding (2001) (16)
- LIKELIHOOD APPROXIMATIONS FOR BIG NONSTATIONARY SPATIAL TEMPORAL LATTICE DATA (2015) (16)
- QUANTILE REGRESSION FOR MIXED MODELS WITH AN APPLICATION TO EXAMINE BLOOD PRESSURE TRENDS IN CHINA. (2015) (16)
- Variable selection for high dimensional Bayesian density estimation: application to human exposure simulation (2012) (15)
- Statistical assessment of geographic areas of compliance with air quality standards : Application of recent advances in space-time statistics to atmospheric data (2003) (14)
- New Parsimonious Multivariate Spatial Model: Spatial Envelope (2017) (13)
- Time series analysis of personal exposure to ambient air pollution and mortality using an exposure simulator (2012) (13)
- Multilevel quantile function modeling with application to birth outcomes (2015) (12)
- Calibration of Numerical Model Output Using Nonparametric Spatial Density Functions (2011) (11)
- Comments on: Assessing probabilistic forecasts of multivariate quantities, with an application to ensemble predictions of surface winds (2008) (11)
- Trellis display for modeling data from designed experiments (2011) (10)
- Spatial Structure of the SeaWiFS Ocean Color Data for the North Atlantic Ocean (2000) (10)
- COMPARISON OF EXPOSURE ESTIMATION METHODS FOR AIR POLLUTANTS: AMBIENT MONITORING DATA AND REGIONAL AIR QUALITY SIMULATION (2011) (9)
- Non-Gaussian and nonparametric models for continuous spatial data (2010) (9)
- Testing Lack of Symmetry in Spatial-Temporal Processes. (2008) (8)
- A new class of nonseparable and nonstationary covariance models for wind fields (2003) (8)
- Recent advances in space‐time statistics with applications to environmental data: An overview (2003) (8)
- Bayesian Spectral Modeling for Multivariate Spatial Distributions of Elemental Concentrations in Soil (2018) (8)
- Role of Wavelets in the Physical and Statistical Modelling of Complex Geological Processes (2004) (7)
- A Bayesian multivariate functional model with spatially varying coefficient approach for modeling hurricane track data (2019) (7)
- New classes of asymmetric spatial-temporal covariance Models (2006) (6)
- Spatial Aggregation and the Ecological Fallacy (2010) (6)
- Spatial Bayesian Nonparametric Methods (2015) (6)
- Covariance functions for mean square differentiable processes on spheres (2013) (6)
- Spatial Signal Detection Using Continuous Shrinkage Priors (2019) (5)
- Spectral methods to approximate the likelihood for irregularly spaced spatial data (2004) (5)
- Spectral Analysis with Spatial Periodogram and Data Tapers (2000) (5)
- Fixed-Domain Asymptotics for Variograms Using Subsampling (2001) (4)
- Point Process Models and Methods in Spatial Epidemiology (2010) (4)
- The impact of population mobility on estimates of environmental exposure effects in a case‐control study (2020) (4)
- Multi-element effects on arsenate accumulation in a geochemical matrix determined using µ-XRF, µ-XANES and spatial statistics. (2019) (4)
- PERFORMANCE ANALYSIS OF A POULTRY ENGINEERING CHAMBER COMPLEX FOR ANIMAL ENVIRONMENT, AIR QUALITY, AND WELFARE STUDIES (2016) (3)
- Predicting integrals of diffusion processes (2000) (3)
- Spatiotemporal signal detection using continuous shrinkage priors (2020) (2)
- Non-Stationary Covariance Estimation using the Stochastic Score Approximation for Large Spatial Data. (2018) (2)
- A non‐stationary spatial model for temperature interpolation applied to the state of Rio de Janeiro (2017) (2)
- Comparison of Distributional Statistics ofAquariusand Argo Sea Surface Salinity Measurements (2016) (2)
- Accounting for design in the analysis of spatial data (2012) (2)
- Spatiotemporal Modeling of Preterm Birth (2016) (2)
- Spatial statistical modeling of arsenic accumulation in microsites of diverse soils (2022) (2)
- Discrete Spatial Variation (2010) (1)
- A Bayesian approach to combine disparate spatial data (2002) (1)
- A comparative study of Gaussian geostatistical and Gaussian Markov random field models 1 (2005) (1)
- Special section on statistics in the atmospheric sciences (2008) (1)
- Bayesian modeling for large spatial (2011) (1)
- Complete spatial model calibration (2019) (1)
- Spatial Interpolation of Nonstationary Environmental Processes (2000) (1)
- Partition-Based Nonstationary Covariance Estimation Using the Stochastic Score Approximation (2022) (1)
- Predicting integrals of diffusion processes with unknown diffusion parameters (2000) (1)
- A Bayesian analysis of the effects of particulate matter using a human exposure simulator (2006) (1)
- Spatial Point Process Models (2010) (1)
- Verification of Statistical Seasonal Tropical Cyclone Forecast (2019) (1)
- Spatial and Temporal Statistics for Validating Aquarius Sea Surface Salinity Measurements with Argo in Situ Observations (2014) (0)
- Editorial (2005) (0)
- Predictions in Time Series Using Regression Models (2003) (0)
- Modeling and testing for non-stationarity of spatial pro esses (2007) (0)
- Expectation and variance of the tapered spatial periodogram (2000) (0)
- A Multivariate Dynamic Spatial Factor Model for Speciated Pollutants and Adverse Birth Outcomes (2017) (0)
- Nonparametric spatial models for extremes: application to extreme temperature data (2012) (0)
- Comment on Article by Page and Quintana (2016) (0)
- Bayesian variable selection for multivariate spatially-varying coefficient regression: application to physical activity in pregnancy (2008) (0)
- Application of Wavelets to the Modeling , Analysis , Visualization , and Data Handling of Complex Geological Processes (2003) (0)
- Prediction of random fields and modeling of spatial-temporal satellite data (1998) (0)
- Inverse and Forward Modeling of The 2014 Iquique Earthquake with Run-up Data (2015) (0)
- PM2.5 CHEMICAL CONSTITUENTS AND MORTALITY IN 49 U.S. COMMUNITIES FROM 2001 TO 2005 (2011) (0)
- Characterizing Determinants of Near-Road Ambient Air Quality for an Urban Intersection and a Freeway Site. (2022) (0)
- lvlodel Validation and Spatial Interpolation by Combining Observations \ vith Outputs from Numerical lvlodels via Bayesian lvlelding 1 (2001) (0)
- Spatio-Temporal Processes (2010) (0)
- Circular CAR modeling of vector fields (2010) (0)
- Multivariate Spatial-Temporal Variable Selection with Applications to Seasonal Tropical Cyclone Modeling (2018) (0)
- A new high frequency kriging approach for nonstationary processes (2000) (0)
- Erratum: Analysis of the effects of ultrafine particulate matter while accounting for human exposure (2009) (0)
- Classical Geostatistical Methods (2010) (0)
- Linking preterm birth and air pollution in Harris County, Texas (2010) (0)
- Bayesian Regional Climate Model Emulator with Spatially Varying Variable Selection (2017) (0)
- Plenary Talks Bayesian Tensor Regression for Neuroimaging Data (0)
- Statistica Sinica Preprint No : SS-2017-0455 Title New Parsimonious Multivariate Spatial Model : Spatial Envelope (2018) (0)
- Hurricane Wind Fields, Multivariate Modeling (2008) (0)
- Modeling and prediction for non-stationarityof spatial processses (2002) (0)
- A Spatio-temporal Model for Detecting the Effect of Cocaine Use Disorder on Functional Connectivity. (2021) (0)
- Bayesian Spectral Modeling of Microscale Spatial Distributions in a Multivariate Soil Matrix (2015) (0)
- SMOOTH DENSITY SPATIAL QUANTILE REGRESSION. (2019) (0)
- Quantile Regression for Mixed Models (2014) (0)
- Modeling and predi tion of nonstationary spatial pro esses (2006) (0)
- Continuous Spatial Variation (2010) (0)
- Statistical methods for exposure assessment (2017) (0)
- Predicting nonstationary processes using reversible MCMC (2004) (0)
- Arsenic Accumulation in Soil Matrices in Relation to Microsite Composition (2014) (0)
- Estimating the Health Impact of Climate Change With Calibrated Climate Model Output (2012) (0)
- Nonparametric Bayesian models for a spatial covariance 1 (2011) (0)
- Models and Computations for Nonstationary Spatial Processes (2001) (0)
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What Schools Are Affiliated With Montserrat Fuentes?
Montserrat Fuentes is affiliated with the following schools:
