| Publication | Date of Publication | Type |
|---|
| A Bayesian spatio-temporal level set dynamic model and application to fire front propagation | 2024-04-15 | Paper |
| A Review of Data‐Driven Discovery for Dynamic Systems | 2024-04-05 | Paper |
| A model‐based approach for analog spatio‐temporal dynamic forecasting | 2023-12-18 | Paper |
| Assimilating catchment processes with monitoring data to estimate sediment loads to the Great Barrier Reef | 2023-12-15 | Paper |
| Covariate‐based cepstral parameterizations for time‐varying spatial error covariances | 2023-12-15 | Paper |
| Physically motivated scale interaction parameterization in reduced rank quadratic nonlinear dynamic spatio‐temporal models | 2023-12-15 | Paper |
| Statistical Implementations of Agent‐Based Demographic Models | 2023-12-12 | Paper |
| Interpolating Population Distributions using Public-Use Data: An Application to Income Segregation using American Community Survey Data | 2023-07-03 | Paper |
| Understanding the Ensemble Kalman Filter | 2023-03-21 | Paper |
| Modeling Dependence in Spatio-Temporal Econometrics | 2023-01-24 | Paper |
| A Bayesian approach for data-driven dynamic equation discovery | 2022-12-12 | Paper |
| A higher-order singular value decomposition tensor emulator for spatiotemporal simulators | 2022-08-10 | Paper |
| Bayesian inverse reinforcement learning for collective animal movement | 2022-07-14 | Paper |
| Spatio-temporal change of support modeling with \texttt{R} | 2021-02-25 | Paper |
| Bayesian Hierarchical Models With Conjugate Full-Conditional Distributions for Dependent Data From the Natural Exponential Family | 2021-01-22 | Paper |
| A Bayesian Markov model with Pólya-gamma sampling for estimating individual behavior transition probabilities from accelerometer classifications | 2020-11-05 | Paper |
| Ensemble Kalman Methods for High-Dimensional Hierarchical Dynamic Space-Time Models | 2020-10-28 | Paper |
| Measuring, mapping, and uncertainty quantification in the space-time cube | 2020-10-26 | Paper |
| Predicting infectious disease outbreak risk via migratory waterfowl vectors | 2020-10-26 | Paper |
| Hierarchical Models for Spatial Data with Errors that are Correlated with the Latent Process | 2020-03-16 | Paper |
| Random set modelling of three-dimensional objects in a hierarchical Bayesian context | 2020-03-09 | Paper |
| A hierarchical spatiotemporal statistical model motivated by glaciology | 2019-11-27 | Paper |
| A conversation with Noel Cressie | 2019-09-27 | Paper |
| Comparison of deep neural networks and deep hierarchical models for spatio-temporal data | 2019-06-04 | Paper |
| Spatio‐temporal models for big multinomial data using the conditional multivariate logit‐beta distribution | 2019-05-23 | Paper |
| Regionalization of Multiscale Spatial Processes by Using a Criterion for Spatial Aggregation Error | 2019-05-09 | Paper |
| Emulator-assisted reduced-rank ecological data assimilation for nonlinear multivariate dynamical spatio-temporal processes | 2019-03-13 | Paper |
| Computationally efficient multivariate spatio-temporal models for high-dimensional count-valued data (with discussion) | 2018-05-25 | Paper |
| Hierarchical nonlinear spatio-temporal agent-based models for collective animal movement | 2017-11-15 | Paper |
| Bayesian lattice filters for time-varying autoregression and time-frequency analysis | 2017-03-14 | Paper |
| Multivariate spatio-temporal models for high-dimensional areal data with application to longitudinal employer-household dynamics | 2016-03-29 | Paper |
| Modern statistical methods in oceanography: a hierarchical perspective | 2016-03-02 | Paper |
| Small Area Estimation via Multivariate Fay-Herriot Models with Latent Spatial Dependence | 2016-02-23 | Paper |
| Bayesian semiparametric hierarchical empirical likelihood spatial models | 2015-11-23 | Paper |
| Bayesian Analysis of Spatially-Dependent Functional Responses with Spatially-Dependent Multi-Dimensional Functional Predictors | 2015-10-21 | Paper |
| A Bayesian Hierarchical Nonoverlapping Random Disc Growth Model | 2015-06-22 | Paper |
| Bayesian binomial mixture models for estimating abundance in ecological monitoring studies | 2015-06-17 | Paper |
| Statistical Agent-Based Models for Discrete Spatio-Temporal Systems | 2015-06-11 | Paper |
| Assessing first-order emulator inference for physical parameters in nonlinear mechanistic models | 2015-03-06 | Paper |
| Hierarchical Bayesian spatio-temporal Conway-Maxwell Poisson models with dynamic dispersion | 2015-01-14 | Paper |
| Ecological prediction with nonlinear multivariate time-frequency functional data models | 2015-01-14 | Paper |
| Polynomial nonlinear spatio‐temporal integro‐difference equation models | 2014-08-06 | Paper |
| An approach for identifying and predicting economic recessions in real‐time using time–frequency functional models | 2014-05-06 | Paper |
| Bayesian Irt Models Incorporating General and Specific Abilities | 2013-11-25 | Paper |
| A general science-based framework for dynamical spatio-temporal models | 2011-01-22 | Paper |
| Rejoinder on: A general science-based framework for dynamical spatio-temporal models | 2011-01-22 | Paper |
| Modeling Complex Phenotypes: Generalized Linear Models Using Spectrogram Predictors of Animal Communication Signals | 2010-12-21 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3058567 | 2010-12-03 | Paper |
| Interpolating fields of carbon monoxide data using a hybrid statistical-physical model | 2009-02-10 | Paper |
| Hierarchical Spatiotemporal Matrix Models for Characterizing Invasions | 2008-04-29 | Paper |
| A Kernel-Based Spatio-Temporal Dynamical Model for Nowcasting Weather Radar Reflectivities | 2007-08-20 | Paper |
| A Bayesian tutorial for data assimilation | 2007-06-29 | Paper |
| Approximate importance sampling Monte Carlo for data assimilation | 2007-06-29 | Paper |
| A kernel-based spectral model for non-Gaussian spatio-temporal processes | 2007-03-20 | Paper |
| Multiresolution models for nonstationary spatial covariance functions | 2007-03-20 | Paper |
| SPACE–TIME MODELLING OF SYDNEY HARBOUR WINDS | 2007-03-20 | Paper |
| Estimation of parameterized spatio-temporal dynamic models | 2007-01-09 | Paper |
| Hierarchical Models in Environmental Science | 2005-01-03 | Paper |
| Spatiotemporal Hierarchical Bayesian Modeling Tropical Ocean Surface Winds | 2003-08-13 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4510965 | 2001-12-05 | Paper |
| The variance-based cross-variogram: You can add apples and oranges | 2001-06-20 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4938815 | 2001-03-25 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4497811 | 2000-08-24 | Paper |
| A dimension-reduced approach to space-time Kalman filtering | 2000-08-24 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4250336 | 1999-06-17 | Paper |
