Tilmann Gneiting
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German statistician
Tilmann Gneiting's AcademicInfluence.com Rankings
Tilmann Gneitingmathematics Degrees
Mathematics
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#9314
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Probability Theory
#99
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#125
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Statistics
#685
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#770
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Mathematics
Tilmann Gneiting's Degrees
- PhD Statistics University of Washington
Why Is Tilmann Gneiting Influential?
(Suggest an Edit or Addition)Tilmann Gneiting'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
- Strictly Proper Scoring Rules, Prediction, and Estimation (2007) (4243)
- Using Bayesian Model Averaging to Calibrate Forecast Ensembles (2005) (1565)
- Probabilistic forecasts, calibration and sharpness (2007) (1406)
- Making and Evaluating Point Forecasts (2009) (876)
- Calibrated Probabilistic Forecasting Using Ensemble Model Output Statistics and Minimum CRPS Estimation (2005) (826)
- Nonseparable, Stationary Covariance Functions for Space–Time Data (2002) (721)
- Weather Forecasting with Ensemble Methods (2005) (504)
- Stochastic Models That Separate Fractal Dimension and the Hurst Effect (2001) (416)
- Matérn Cross-Covariance Functions for Multivariate Random Fields (2010) (390)
- Predictive Model Assessment for Count Data (2009) (383)
- Probabilistic Quantitative Precipitation Forecasting Using Bayesian Model Averaging (2007) (379)
- Comparing Density Forecasts Using Threshold- and Quantile-Weighted Scoring Rules (2011) (354)
- Geostatistical Space-Time Models, Stationarity, Separability, and Full Symmetry (2007) (314)
- Strictly and non-strictly positive definite functions on spheres (2011) (302)
- Compactly Supported Correlation Functions (2002) (283)
- Probabilistic Wind Speed Forecasting Using Ensembles and Bayesian Model Averaging (2010) (271)
- Assessing probabilistic forecasts of multivariate quantities, with an application to ensemble predictions of surface winds (2008) (251)
- Calibrated Probabilistic Forecasting at the Stateline Wind Energy Center (2006) (248)
- Studies in the history of probability and statistics XLIX On the Matérn correlation family (2006) (247)
- Combining probability forecasts (2010) (234)
- Probabilistic forecasts of wind speed: ensemble model output statistics by using heteroscedastic censored regression (2010) (215)
- Uncertainty Quantification in Complex Simulation Models Using Ensemble Copula Coupling (2013) (215)
- Combining Predictive Distributions (2011) (191)
- Quantiles as optimal point forecasts (2011) (184)
- The continuous ranked probability score for circular variables and its application to mesoscale forecast ensemble verification (2006) (148)
- Calibrating Multimodel Forecast Ensembles with Exchangeable and Missing Members Using Bayesian Model Averaging (2010) (139)
- Correlation functions for atmospheric data analysis (1999) (133)
- Expected Shortfall is jointly elicitable with Value at Risk - Implications for backtesting (2015) (125)
- Of quantiles and expectiles: consistent scoring functions, Choquet representations and forecast rankings (2015) (119)
- Editorial: Probabilistic forecasting (2008) (115)
- Forecaster's Dilemma: Extreme Events and Forecast Evaluation (2015) (109)
- Estimators of Fractal Dimension: Assessing the Roughness of Time Series and Spatial Data (2011) (107)
- Evaluating epidemic forecasts in an interval format (2020) (100)
- Probabilistic quantitative precipitation field forecasting using a two-stage spatial model (2008) (95)
- Combining Spatial Statistical and Ensemble Information in Probabilistic Weather Forecasts (2007) (93)
- Calibrated Probabilistic Mesoscale Weather Field Forecasting (2004) (93)
- Identifiability of Finite Mixtures of Elliptical Distributions (2006) (88)
- Power-law correlations, related models for long-range dependence and their simulation (2000) (86)
- Ensemble Model Output Statistics for Wind Vectors (2012) (84)
- Radial Positive Definite Functions Generated by Euclid's Hat (1999) (79)
- Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the US (2021) (78)
- Normal scale mixtures and dual probability densities (1997) (77)
- Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States (2022) (76)
- Bias Correction and Bayesian Model Averaging for Ensemble Forecasts of Surface Wind Direction (2010) (76)
- Probabilistic Weather Forecasting for Winter Road Maintenance (2010) (72)
- Analogies and correspondences between variograms and covariance functions (2001) (70)
- Skill of Global Raw and Postprocessed Ensemble Predictions of Rainfall over Northern Tropical Africa (2017) (70)
- Fast and Exact Simulation of Large Gaussian Lattice Systems in ℝ2: Exploring the Limits (2006) (69)
- Probabilistic Wind Vector Forecasting Using Ensembles and Bayesian Model Averaging (2013) (62)
- Using Proper Divergence Functions to Evaluate Climate Models (2013) (62)
- Convolution roots of radial positive definite functions with compact support (2004) (60)
- Criteria of Pólya type for radial positive definite functions (2001) (55)
- Locally Calibrated Probabilistic Temperature Forecasting Using Geostatistical Model Averaging and Local Bayesian Model Averaging (2011) (53)
- Onα-Symmetric Multivariate Characteristic Functions (1998) (48)
- Stationary covariances associated with exponentially convex functions (2003) (47)
- Geostatistical Model Averaging for Locally Calibrated Probabilistic Quantitative Precipitation Forecasting (2011) (47)
- Probabilistic Weather Forecasting in R (2011) (45)
- 719 Calibration of Medium-Range Weather Forecasts (2014) (41)
- The affinely invariant distance correlation (2012) (40)
- Predictive Inference Based on Markov Chain Monte Carlo Output (2016) (40)
- Local proper scoring rules of order two (2011) (39)
- Continuous Parameter Spatio-Temporal Processes (2010) (38)
- ensembleBMA: An R Package for Probabilistic Forecasting using Ensembles and Bayesian Model Averaging (2007) (38)
- On the Whittle-Matérn correlation family (2005) (36)
- Probabilistic Forecasting and Comparative Model Assessment Based on Markov Chain Monte Carlo Output (2016) (36)
- Atmospheric science. Weather forecasting with ensemble methods. (2005) (32)
- Simple tests for the validity of correlation function models on the circle (1998) (31)
- The Characterization Problem for Isotropic Covariance Functions (1999) (29)
- Isotonic distributional regression (2019) (27)
- On the Derivatives of Radial Positive Definite Functions (1999) (26)
- Closed Form Solutions of the Two-Dimensional Turning Bands Equation (1998) (25)
- The variance of mean sea‐ice thickness: Effect of long‐range dependence (2008) (24)
- Continuous Parameter Stochastic Process Theory (2010) (23)
- Gaussian Random Particles with Flexible Hausdorff Dimension (2015) (23)
- Isotropic correlation functions on d-dimensional balls (1999) (20)
- Evaluating Predictive Performance (2014) (20)
- Predicting Inflation: Professional Experts Versus No-Change Forecasts (2010) (18)
- PROBCAST: A Web-Based Portal to Mesoscale Probabilistic Forecasts (2009) (18)
- Curiosities of characteristic functions (2001) (17)
- Short-term forecasting of COVID-19 in Germany and Poland during the second wave - a preregistered study (2020) (16)
- Copula Calibration (2013) (16)
- Skill of Global Raw and Postprocessed Ensemble Predictions of Rainfall in the Tropics (2020) (16)
- Stable reliability diagrams for probabilistic classifiers (2021) (16)
- Quantiles as Optimal Point Predictors (2008) (14)
- Probabilistic forecasts, calibration and sharpness Series B Statistical methodology (2007) (14)
- Symmetric positive definite functions with applications in spatial statistics (1997) (13)
- Lévy particles : Modelling and simulating star-shaped random sets (2011) (13)
- Scoring interval forecasts: Equal-tailed, shortest, and modal interval (2020) (13)
- The Correlation Bias for Two-Dimensional Simulations by Turning Bands (1999) (13)
- Regression Diagnostics meets Forecast Evaluation: Conditional Calibration, Reliability Diagrams, and Coefficient of Determination (2021) (12)
- When is the mode functional the Bayes classifier? (2017) (12)
- Kuttner's problem and a Polya type criterion for characteristic functions (1999) (12)
- da taa n ] 1 3 Se p 20 01 Stochastic models which separate fractal dimension and Hurst effect (2022) (11)
- Spatially adaptive, Bayesian estimation for probabilistic temperature forecasts (2015) (10)
- Grid‐ Versus Station‐Based Postprocessing of Ensemble Temperature Forecasts (2019) (10)
- Statistical Forecasts for the Occurrence of Precipitation Outperform Global Models over Northern Tropical Africa (2020) (10)
- Comment on “A Simple and Efficient Space Domain Implementation of the Turning Bands Method” by C. R. Dietrich (1996) (8)
- Properization: constructing proper scoring rules via Bayes acts (2018) (8)
- Evaluating Point Forecasts (2009) (7)
- National and subnational short-term forecasting of COVID-19 in Germany and Poland, early 2021 (2021) (7)
- Rejoinder on: Assessing probabilistic forecasts of multivariate quantities, with an application to ensemble predictions of surface winds (2008) (6)
- Space–Time Covariance Models (2013) (6)
- Consistent scoring functions for quantiles (2013) (6)
- Local Proper Scoring Rules (2009) (6)
- National and subnational short-term forecasting of COVID-19 in Germany and Poland during early 2021 (2022) (6)
- On the Uncertainty Relation for Positive Definite Probability Densities (1999) (5)
- Model Diagnostics and Forecast Evaluation for Quantiles (2022) (5)
- Polynomial covariance functions on intervals (2003) (5)
- Receiver operating characteristic (ROC) curves: equivalences, beta model, and minimum distance estimation (2021) (5)
- Local approximation of variograms by covariance functions (2006) (4)
- Addendum to `Isotropic correlation functions on d-dimensional balls' (2000) (4)
- Improved Bounds for Laue's Constant and Multivariate Extensions (2001) (4)
- Receiver operating characteristic (ROC) movies, universal ROC (UROC) curves, and coefficient of predictive ability (CPA) (2019) (4)
- Receiver Operating Characteristic (ROC) Curves (2018) (4)
- Experimental Approaches to Kuttner's Problem (2001) (4)
- Necessary and sufficient conditions for the quantum Zeno and anti-Zeno effect (2003) (4)
- Interpretation of point forecasts with unknown directive (2015) (4)
- The United States COVID-19 Forecast Hub dataset (2022) (3)
- Interface Foundation of America Fast and Exact Simulation of Large Gaussian Lattice Systems in R 2 : Exploring the Limits Author ( s ) : (2011) (3)
- Evaluating probabilistic classifiers: Reliability diagrams and score decompositions revisited (2020) (3)
- Calibration of ECMWF forecasts (2016) (2)
- Using scoring functions to evaluate point process forecasts (2021) (2)
- Combining Global and Local Grid-Based Bias Correction for Mesoscale Numerical Weather Prediction Models (2003) (2)
- Statistical ensemble postprocessing for precipitation forecasting during the West African Monsoon (2017) (2)
- Index of authors, volume 79, 2017 (2017) (1)
- Section on the special year for mathematics of planet earth (MPE 2013) (2013) (1)
- Statistical postprocessing for ensembles of numerical weather prediction models (2011) (1)
- Probabilistic solar forecasting: Benchmarks, post-processing, verification (2023) (1)
- Probabilistic Calibration of Predictive Distributions (2014) (0)
- On the Cover‐Hart inequality: What's a sample of size one worth? (2012) (0)
- Proper divergence functions for comparing and combining climate model outputs for extreme temperature indices (2012) (0)
- Rejoinder (2004) (0)
- Statistical postprocessing for precipitation forecasts during the West African Monsoon (2016) (0)
- Statistical forecasting for precipitation over West Africa based on spatio-temporal precipitation properties and tropical wave activity (2017) (0)
- Statistical forecasting of tropical rainfall using equatorial waves (2017) (0)
- Probabilistic Forecasts , Calibration and Sharpness JRSSB Submission B 6257 Revision 1 (2006) (0)
- Assessing uncertainty in mesoscale numerical weather prediction models (2002) (0)
- Probabilistic Weather Forecasting (2013) (0)
- Evaluating Probabilistic Classifiers: The Triptych (2023) (0)
- Statistical Forecasting of Tropical Rainfall Based on Spatio-Temporal Correlations and Equatorial Waves (2018) (0)
- Easy Uncertainty Quantification (EasyUQ): Generating predictive distributions from single-valued model output (2022) (0)
- KITmetricslab/covid19-forecast-hub-de (2021) (0)
- FOR CHARACTERISTIC FUNCTIONS (2016) (0)
- Correction: Evaluating epidemic forecasts in an interval format (2022) (0)
- Physically coherent probabilistic weather forecasts via discrete copula-based ensemble postprocessing methods (2015) (0)
- Efficiency of linear estimators under heavy-tailedness: convolutions of [alpha]-symmetric distributions. (2006) (0)
- Statistical Rainfall Forecasts in the Tropics Based on Spatio-Temporal Precipitation Properties and Tropical Wave Activity (2018) (0)
- Making and Evaluating Forecasts (2013) (0)
- MASTER DEGREE COURSES OFFERED IN ENGLISH IN WINTER SEMESTER 2019-20 (2019) (0)
- ROC movies - a new generalization to a popular classic (2019) (0)
- Decomposition Theorems for α ‐‐ Symmetric Positive Definite Functions (2010) (0)
- Properization: constructing proper scoring rules via Bayes acts (2019) (0)
- Spatial post-processing for forecasts of temperature (2016) (0)
- Addendum to ‘Isotropic correlation functions on d-dimensional balls’ (2000) (0)
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What Schools Are Affiliated With Tilmann Gneiting?
Tilmann Gneiting is affiliated with the following schools:
