| Publication | Date of Publication | Type |
|---|
| Subgroup analysis using Bernoulli‐gated hierarchical mixtures of experts models | 2024-03-04 | Paper |
| Evaluating causes of effects by posterior effects of causes | 2023-05-26 | Paper |
| Criteria for Surrogate End Points | 2022-07-11 | Paper |
| Association Pattern Discovery Via Theme Dictionary Models | 2022-07-11 | Paper |
| Statistical approaches for causal inference | 2022-03-21 | Paper |
| Novel criteria to exclude the surrogate paradox and their optimalities | 2020-05-07 | Paper |
| Criteria for Multiple Surrogates | 2019-08-01 | Paper |
| Principal Causal Effect Identification and Surrogate end point Evaluation by Multiple Trials | 2019-06-12 | Paper |
| Refining network reconstruction based on functional reliability | 2019-05-15 | Paper |
| Criteria for Surrogate end Points Based on Causal Distributions | 2019-04-30 | Paper |
| Identifying causal effects with proxy variables of an unmeasured confounder | 2018-12-18 | Paper |
| Discovering and orienting the edges connected to a target variable in a DAG via a sequential local learning approach | 2018-11-23 | Paper |
| Causal mediation analysis for survival outcome with unobserved mediator-outcome confounders | 2018-08-15 | Paper |
| On Delay Tomography: Fast Algorithms and Spatially Dependent Models | 2018-07-18 | Paper |
| Identification of causal effects with latent confounding and classical additive errors in treatment | 2018-05-31 | Paper |
| Assessing The Treatment Effect Heterogeity with a Latent Variable | 2018-01-26 | Paper |
| Assesing the heterogeneity of treatment effects by identifying the treatment benefit and treament harm ratio | 2018-01-26 | Paper |
| Improving the vector \(\varepsilon\) acceleration for the EM algorithm using a re-starting procedure | 2016-01-29 | Paper |
| MINIMUM INFORMATION UPDATING WITH SPECIFIED MARGINALS IN PROBABILISTIC EXPERT SYSTEMS | 2015-12-18 | Paper |
| BAYESIAN SEQUENTIAL LEARNING FROM INCOMPLETE DATA ON DECOMPOSABLE GRAPHICAL MODELS | 2015-12-18 | Paper |
| ISOTONIC REGRESSION IN TWO INDEPENDENT VARIABLES UNDER UMBRELLA ORDERINGS | 2015-12-16 | Paper |
| Qualitative evaluation of associations and validation of surrogacy by association transitivity | 2015-10-08 | Paper |
| MCMC using Markov bases for computing \(p\)-values in decomposable log-linear models | 2015-02-18 | Paper |
| Learning local directed acyclic graphs based on multivariate time series data | 2013-12-10 | Paper |
| Identifiability of intermediate variables on causal paths | 2013-10-14 | Paper |
| Discovering causes and effects of a given node in Bayesian networks | 2013-10-14 | Paper |
| Identifiability of causal effects on a binary outcome within principal strata | 2013-04-10 | Paper |
| Using Auxiliary Data for Binomial Parameter Estimation with Nonignorable Nonresponse | 2012-11-12 | Paper |
| Identifiability of Causal Effects for Binary Variables with Baseline Data Missing Due to Death | 2012-06-27 | Paper |
| Identifiability and Estimation of Causal Effects by Principal Stratification With Outcomes Truncated by Death | 2012-03-22 | Paper |
| A project of applied statistical methods in China: review and outlook | 2012-01-25 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3096115 | 2011-11-08 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3096205 | 2011-11-08 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3096216 | 2011-11-08 | Paper |
| Acceleration of the EM algorithm using the vector epsilon algorithm | 2011-02-22 | Paper |
| Collapsibility for Directed Acyclic Graphs | 2010-04-22 | Paper |
| Sharp bounds on causal effects in case-control and cohort studies | 2010-03-22 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3405580 | 2010-02-10 | Paper |
| Identifiability and Estimation of Causal Effects in Randomized Trials with Noncompliance and Completely Nonignorable Missing Data | 2009-10-19 | Paper |
| Detecting multiple confounders | 2009-03-20 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3599699 | 2009-02-09 | Paper |
| Bayesian method for learning graphical models with incompletely categorical data | 2008-11-26 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3534842 | 2008-11-05 | Paper |
| Acceleration of the EM and ECM algorithms using the Aitken \(\delta^2\) method for log-linear models with partially classified data | 2008-10-30 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3501544 | 2008-06-03 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5449217 | 2008-03-11 | Paper |
| Collapsibility of Distribution Dependence | 2008-01-09 | Paper |
| Decomposition of structural learning about directed acyclic graphs | 2007-10-23 | Paper |
| Convergence rate of Gibbs sampler and its application | 2007-05-29 | Paper |
| Algorithmic Learning Theory | 2006-11-01 | Paper |
| Decomposition of search for \(v\)-structures in DAGs | 2006-01-10 | Paper |
| Relationship of causal effects in a causal chain and related inference | 2005-08-30 | Paper |
| Identification of Nonresponse Mechanisms for Two-Way Contingency Tables | 2005-02-24 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4822133 | 2004-10-25 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4467689 | 2004-06-10 | Paper |
| Factorization of posteriors and partial imputation algorithm for graphical models with missing data. | 2004-02-14 | Paper |
| Identification of graphical models for nonignorable nonresponse of binary outcomes in longitudinal studies | 2003-12-04 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4801749 | 2003-09-02 | Paper |
| Conditions for Non‐confounding and Collapsibility without Knowledge of Completely Constructed Causal Diagrams | 2003-08-07 | Paper |
| Consecutive collapsibility of logistic regression coefficients over an ordinal background | 2003-07-01 | Paper |
| On collapsibilities of Yule's measure | 2002-08-15 | Paper |
| Mixed Graphical Models with Missing Data and the Partial Imputation EM Algorithm | 2001-09-23 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2721788 | 2001-07-10 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2701880 | 2001-05-20 | Paper |
| Algorithm AS 302: Multiple Isotonic Regression | 2000-12-06 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4375701 | 1999-02-16 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4322335 | 1995-02-09 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4272835 | 1994-01-02 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4203562 | 1993-09-07 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3972862 | 1992-06-26 | Paper |
| Algorithm AS 257: Isotonic Regression for Umbrella Orderings | 1990-01-01 | Paper |
| Bayesian estimation methods for categorical data with misclassifications | 1989-01-01 | Paper |
| Multidimensional contingency tables with missing data | 1988-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3780283 | 1988-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3711550 | 1986-01-01 | Paper |
