| Publication | Date of Publication | Type |
|---|
| Adaptive variable selection for sequential prediction in multivariate dynamic models | 2024-02-21 | Paper |
| Bayesian Computation in Dynamic Latent Factor Models | 2022-12-15 | Paper |
| Time Series | 2021-01-28 | Paper |
| Multivariate Bayesian Predictive Synthesis in Macroeconomic Forecasting | 2020-09-15 | Paper |
| Bayesian forecasting of multivariate time series: scalability, structure uncertainty and decisions | 2020-03-09 | Paper |
| Reply to discussion of ``Bayesian forecasting of multivariate time series: scalability, structure uncertainty and decisions | 2020-03-09 | Paper |
| Variable prioritization in nonlinear black box methods: a genetic association case study | 2019-08-15 | Paper |
| Dynamic Bayesian predictive synthesis in time series forecasting | 2019-04-30 | Paper |
| Dynamic dependence networks: Financial time series forecasting and portfolio decisions | 2019-02-20 | Paper |
| Rejoinder to ‘Dynamic dependence networks: Financial time series forecasting and portfolio decisions’ | 2019-02-20 | Paper |
| Bayesian emulation for multi-step optimization in decision problems | 2019-01-15 | Paper |
| Dynamics \& sparsity in latent threshold factor models: a study in multivariate EEG signal processing | 2018-03-16 | Paper |
| GPU-accelerated Bayesian learning and forecasting in simultaneous graphical dynamic linear models | 2017-03-14 | Paper |
| Models of Random Sparse Eigenmatrices and Bayesian Analysis of Multivariate Structure | 2017-01-19 | Paper |
| Sequential Monte Carlo with adaptive weights for approximate Bayesian computation | 2016-04-22 | Paper |
| Dynamic matrix-variate graphical models | 2016-03-02 | Paper |
| Multi-scale and hidden resolution time series models | 2016-03-02 | Paper |
| Spatial mixture modelling for unobserved point processes: examples in immunofluorescence histology | 2016-02-12 | Paper |
| Selection sampling from large data sets for targeted inference in mixture modeling | 2016-02-11 | Paper |
| Rejoinder: ``Selection sampling from large data sets for targeted inference in mixture modeling | 2016-02-11 | Paper |
| Spatially varying SAR models and Bayesian inference for high-resolution lattice data | 2014-09-26 | Paper |
| High-Dimensional Sparse Factor Modeling: Applications in Gene Expression Genomics | 2014-05-02 | Paper |
| A Bayesian Analysis Strategy for Cross-Study Translation of Gene Expression Biomarkers | 2013-12-05 | Paper |
| Bayesian Spatio-Dynamic Modeling in Cell Motility Studies: Learning Nonlinear Taxic Fields Guiding the Immune Response | 2012-11-09 | Paper |
| Rejoinder | 2012-11-09 | Paper |
| Bayesian Weibull tree models for survival analysis of clinico-genomic data | 2012-10-19 | Paper |
| The use of unlabeled data in predictive modeling | 2012-09-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2896103 | 2012-07-13 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3084272 | 2011-03-15 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3558525 | 2010-05-05 | Paper |
| An integrative analysis of cancer gene expression studies using Bayesian latent factor modeling | 2010-04-21 | Paper |
| Bayesian analysis of matrix normal graphical models | 2009-12-18 | Paper |
| Covariance decomposition in undirected Gaussian graphical models | 2008-12-10 | Paper |
| Simulation of hyper-inverse Wishart distributions in graphical models | 2008-03-20 | Paper |
| Experiments in stochastic computation for high-dimensional graphical models | 2007-09-18 | Paper |
| Shotgun Stochastic Search for “Largep” Regression | 2007-09-18 | Paper |
| Of mice and men: sparse statistical modeling in cardiovascular genomics | 2007-09-10 | Paper |
| Monte Carlo Smoothing for Nonlinear Time Series | 2006-06-26 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5471661 | 2006-06-14 | Paper |
| Data augmentation in multi-way contingency tables with fixed marginal totals | 2006-01-10 | Paper |
| Bayesian analysis of binary prediction tree models for retrospectively sampled outcomes | 2005-09-01 | Paper |
| Sparse graphical models for exploring gene expression data | 2004-08-16 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4461333 | 2004-03-30 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4709781 | 2003-08-07 | Paper |
| Maximum a posteriori sequence estimation using Monte Carlo particle filters | 2002-04-11 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2766503 | 2002-01-28 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4510962 | 2001-12-16 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2753033 | 2001-10-23 | Paper |
| Bayesian Inference on Periodicities and Component Spectral Structure in Time Series | 2001-03-01 | Paper |
| Priors and Component Structures in Autoregressive Time Series Models | 2000-07-24 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4217235 | 1999-07-07 | Paper |
| Practical Bayesian Inference Using Mixtures of Mixtures | 1999-04-26 | Paper |
| Bayesian Models for Non‐linear Autoregressions | 1999-04-22 | Paper |
| Bayesian Inference on Network Traffic Using Link Count Data | 1998-12-13 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4381616 | 1998-12-09 | Paper |
| Computing distributions of order statistics | 1998-10-21 | Paper |
| Hierarchical Mixture Models in Neurological Transmission Analysis | 1998-06-18 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4376108 | 1998-02-08 | Paper |
| Miscellanea. Time series decomposition | 1997-11-18 | Paper |
| Bayesian Forecasting of Multinomial Time Series Through Conditional Gaussian Dynamic Models | 1997-11-18 | Paper |
| Bayesian Inference in Cyclical Component Dynamic Linear Models | 1997-08-11 | Paper |
| Bayesian curve fitting using multivariate normal mixtures | 1997-07-14 | Paper |
| Bayesian forecasting and dynamic models. | 1997-03-19 | Paper |
| Inference in successive sampling discovery models | 1996-12-08 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4872035 | 1996-08-04 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4865049 | 1996-02-25 | Paper |
| Bayesian Density Estimation and Inference Using Mixtures | 1995-11-26 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4284844 | 1994-05-19 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4272808 | 1994-01-02 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4203560 | 1993-09-07 | Paper |
| A Bayesian method for classification and discrimination | 1993-05-16 | Paper |
| Dynamic linear model diagnostics | 1993-01-17 | Paper |
| Bayesian forecasting and dynamic models | 1992-09-17 | Paper |
| Kernel density estimation and marginalization consistency | 1991-01-01 | Paper |
| REFERENCE ANALYSIS OF THE DYNAMIC LINEAR MODEL | 1989-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3484159 | 1988-01-01 | Paper |
| On scale mixtures of normal distributions | 1987-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3723526 | 1986-01-01 | Paper |
| Monitoring and Adaptation in Bayesian Forecasting Models | 1986-01-01 | Paper |
| Dynamic Generalized Linear Models and Bayesian Forecasting | 1985-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3823636 | 1985-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3683340 | 1984-01-01 | Paper |
| Bayesian Aggregation | 1984-01-01 | Paper |
