| Publication | Date of Publication | Type |
|---|
| \texttt{fastMI}: a fast and consistent copula-based nonparametric estimator of mutual information | 2024-03-25 | Paper |
| Discussion of ‘Statistical inference for streamed longitudinal data’ | 2024-02-07 | Paper |
| Postelection analysis of presidential election/poll data | 2024-01-16 | Paper |
| Distributed Empirical Likelihood Approach to Integrating Unbalanced Datasets | 2023-11-23 | Paper |
| A Simultaneous Likelihood Test for Joint Mediation Effects of Multiple Mediators | 2023-11-14 | Paper |
| Multivariate online regression analysis with heterogeneous streaming data | 2023-11-02 | Paper |
| Net benefit index: Assessing the influence of a biomarker for individualized treatment rules | 2023-10-30 | Paper |
| Real-Time Regression Analysis of Streaming Clustered Data With Possible Abnormal Data Batches | 2023-10-18 | Paper |
| Poststratification fusion learning in longitudinal data analysis | 2023-10-17 | Paper |
| Structural factor equation models for causal network construction via directed acyclic mixed graphs | 2023-10-12 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5889115 | 2023-04-27 | Paper |
| A discussion on “A selective review of statistical methods using calibration information from similar studies” | 2023-03-07 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5053172 | 2022-12-06 | Paper |
| Parallel-and-stream accelerator for computationally fast supervised learning | 2022-10-17 | Paper |
| Joint integrative analysis of multiple data sources with correlated vector outcomes | 2022-09-05 | Paper |
| Time-Deformation Modeling of Stock Returns Directed by Duration Processes | 2022-05-31 | Paper |
| Subgroup-effects models for the analysis of personal treatment effects | 2022-05-06 | Paper |
| A Distributed and Integrated Method of Moments for High-Dimensional Correlated Data Analysis | 2021-07-06 | Paper |
| Discussion on: ``The timing and effectiveness of implementing mild interventions of COVID-19 in large industrial regions via a synthetic control method | 2021-05-03 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5149227 | 2021-02-08 | Paper |
| Modelling Heterogeneous Dispersion in Marginal Models for Longitudinal Proportional Data | 2020-09-23 | Paper |
| Autologistic network model on binary data for disease progression study | 2020-09-16 | Paper |
| Renewable Estimation and Incremental Inference in Generalized Linear Models with Streaming Data Sets | 2020-08-26 | Paper |
| Doubly Distributed Supervised Learning and Inference with High-Dimensional Correlated Outcomes | 2020-07-16 | Paper |
| Evaluating functional covariate‐environment interactions in the Cox regression model | 2020-04-28 | Paper |
| Distributed simultaneous inference in generalized linear models via confidence distribution | 2020-02-05 | Paper |
| Method of Contraction-Expansion (MOCE) for Simultaneous Inference in Linear Models | 2019-08-03 | Paper |
| Regression analysis of networked data | 2019-06-24 | Paper |
| Bayesian analysis of infant's growth dynamics with \textit{in utero} exposure to environmental toxicants | 2019-05-22 | Paper |
| Fusion learning algorithm to combine partially heterogeneous Cox models | 2019-02-27 | Paper |
| Doubly regularized estimation and selection in linear mixed-effects models for high-dimensional longitudinal data | 2018-09-27 | Paper |
| EM algorithm in Gaussian copula with missing data | 2018-08-15 | Paper |
| Varying Index Coefficient Models | 2017-10-13 | Paper |
| Fused lasso with the adaptation of parameter ordering in combining multiple studies with repeated measurements | 2017-09-07 | Paper |
| Tests for covariance structures with high-dimensional repeated measurements | 2017-08-03 | Paper |
| Statistical analysis of discrete-valued time series using categorical ARMA models | 2017-06-29 | Paper |
| Partially linear single-index proportional hazards model with current status data | 2016-09-13 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3188049 | 2016-08-16 | Paper |
| Goodness-of-fit test for specification of semiparametric copula dependence models | 2016-07-01 | Paper |
| Merging multiple longitudinal studies with study-specific missing covariates: A joint estimating function approach | 2016-05-30 | Paper |
| Goodness-of-fit test for specification of semiparametric copula dependence models | 2016-05-18 | Paper |
| Doubly robust and locally efficient estimation with missing outcomes | 2016-03-30 | Paper |
| Profiling heteroscedasticity in linear regression models | 2015-10-02 | Paper |
| Profiling heteroscedasticity in linear regression models | 2015-07-15 | Paper |
| Composite Likelihood Bayesian Information Criteria for Model Selection in High-Dimensional Data | 2015-06-17 | Paper |
| Efficient Estimation of the Partly Linear Additive Hazards Model with Current Status Data | 2015-03-09 | Paper |
| Achieving semiparametric efficiency bound in longitudinal data analysis with dropouts | 2015-02-20 | Paper |
| Efficient pairwise composite likelihood estimation for spatial-clustered data | 2014-11-04 | Paper |
| Longitudinal data analysis using the conditional empirical likelihood method | 2014-10-16 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2920836 | 2014-09-29 | Paper |
| Vector Generalized Linear Models: A Gaussian Copula Approach | 2013-09-20 | Paper |
| Information Ratio Test for Model Misspecification in Quasi-Likelihood Inference | 2013-04-22 | Paper |
| Information ratio test for model misspecification on parametric structures in stochastic diffusion models | 2012-12-30 | Paper |
| Quadratic inference function approach to merging longitudinal studies: validation and joint estimation | 2012-09-21 | Paper |
| Longitudinal semiparametric transition models with unknown link and variance functions | 2012-08-18 | Paper |
| On efficient estimation in additive hazards regression with current status data | 2012-07-16 | Paper |
| Stochastic Functional Data Analysis: A Diffusion Model-Based Approach | 2012-06-20 | Paper |
| Semiparametric Stochastic Modeling of the Rate Function in Longitudinal Studies | 2012-03-22 | Paper |
| A note on improving quadratic inference functions using a linear shrinkage approach | 2011-03-14 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3074766 | 2011-02-10 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3580861 | 2010-08-13 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3580485 | 2010-08-12 | Paper |
| Simplex Mixed‐Effects Models for Longitudinal Proportional Data | 2010-04-22 | Paper |
| Discrete-valued ARMA processes | 2009-09-14 | Paper |
| State space mixed models for longitudinal observations with binary and binomial responses | 2009-09-14 | Paper |
| Robust transformation mixed‐effects models for longitudinal continuous proportional data | 2009-08-10 | Paper |
| Joint Regression Analysis of Correlated Data Using Gaussian Copulas | 2009-04-23 | Paper |
| Stationary state space models for longitudinal data | 2008-07-21 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5457399 | 2008-04-14 | Paper |
| Efficient Estimation for Patient‐Specific Rates of Disease Progression Using Nonnormal Linear Mixed Models | 2008-03-20 | Paper |
| Correlated data analysis: modeling, analytics, and applications | 2007-09-07 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3595695 | 2007-08-28 | Paper |
| Maximization by Parts in Likelihood Inference | 2007-08-20 | Paper |
| Clustering Categorical Data Based on Distance Vectors | 2007-08-20 | Paper |
| Nonparametric Inference for Local Extrema with Application to Oligonucleotide Microarray Data in Yeast Genome | 2006-10-12 | Paper |
| On Parameter Estimation for Exponential Dispersion Arma Models | 2006-09-19 | Paper |
| A class of partially linear single-index survival models | 2006-07-14 | Paper |
| Assessing robustness of generalised estimating equations and quadratic inference functions | 2006-01-24 | Paper |
| Marginal Models for Longitudinal Continuous Proportional Data | 2005-04-20 | Paper |
| Testing ignorable missingness in estimating equation approaches for longitudinal data | 2004-03-16 | Paper |
| Assessing conditional independence for log-linear poisson models with random effects | 2003-12-10 | Paper |
| Monte Carlo Kalman filter and smoothing for multivariate discrete state space models | 2001-04-08 | Paper |
| Multivariate Dispersion Models Generated From Gaussian Copula | 2000-11-27 | Paper |
| A state space model for multivariate longitudinal count data | 1999-05-26 | Paper |
| Stationary Time Series Models with Exponential Dispersion Model Margins | 1999-01-31 | Paper |
| State‐space models for multivariate longitudinal data of mixed types | 1997-12-02 | Paper |
| Generating dependent random numbers with given correlations and margins from exponential dispersion models | 1997-01-01 | Paper |
