Wissenschaftsschwerpunkt der

© BIPS
© BIPS
Prof. Vanessa Didelez

Weitere Informationen:

Awards and Memberships:

  • Mitglied der ISCB und der IBC
  • Action Editor Journal of Machine Learning Research
  • Scientific Program Chair Causal Learning and Reasoning (CLeaR2024)
  • Scientific Program Chair ISCB 2025
Publikationen
2010 // journal-article

On Granger causality and the effect of interventions in time series

Lifetime data analysis

DOI: 10.1007/s10985-009-9143-3

2008 // journal-article

Graphical models for marked point processes based on local independence

Journal of the Royal Statistical Society, Series B


2008 // journal-article

Mendelian randomisation and causal inference in observational epidemiology

PLoS medicine

DOI: 10.1371/journal.pmed.0050177

2008 // book-chapter

Identifying optimal sequential decisions

Proceedings of the 24th Annual conference on Uncertainty in Artificial Intelligence

DOI:

Aug 2007 // journal-article

Mendelian randomization as an instrumental variable approach to causal inference

Statistical Methods in Medical Research

DOI:

2007 // book-chapter

Statistical causality

Consilience. Interdisplinary Communications

DOI:

2007 // book-chapter

Mendelian randomisation: Why epidemiology needs a formal language for causality

Causality and Probability in the Sciences

DOI:

2007 // journal-article

Discussion of 'Analysis of longitudinal data with drop-out: objectives, assumptions and a proposal' bei Diggle, Farewell, Henderson

Journal of the Royal Statistical Society, Series C (Applied Statistics)

DOI:

2007 // journal-article

Mendelian randomization as an instrumental variable approach to causal inference

Statistical methods in medical research

DOI: 10.1177/0962280206077743

2007 // journal-article

Graphical models for composable finite Markov processes

Scandinavian Journal of Statistics


2007 // journal-article

Discussion on the paper by Diggle, Farewell and Henderson

Applied statistics

DOI:

Mar 2006 // journal-article

Modifications of the Bonferroni-Holm procedure for a multi-way ANOVA

Statistical Papers

Vanessa Didelez; Iris Pigeot; Patricia Walter
DOI: 10.1007/s00362-005-0283-6

2006 // journal-article

Discussion of 'Semiparametric analysis of case series data' by Farrington and Whitaker

Journal of the Royal Statistical Society, Series C (Applied Statistics)

DOI:

2006 // book-chapter

Direct and indirect effects of sequential treatments

Proceedings of the 22nd Annual conference on Uncertainty in Artificial Intelligence

DOI:

2006 // edited-book

Direct and indirect effects of sequential treatments

In Proc. 22nd Annual Conference on Uncertainty in Artificial Intelligence (2006), edited by R. Dechter and T. S. Richardson. AUAI Press, Arlington, Virginia, 138-146

DOI:

Jul 2005 // journal-article

Latent variable analysis and partial correlation graphs for multivariate time series

Statistics & Probability Letters

Roland Fried; Vanessa Didelez
DOI: 10.1016/j.spl.2005.04.002

2005 // book-chapter

Partial correlation graphs and dynamic latent variables for physiological time series

Innovations in classification, data science, and information systems

DOI:

2005 // journal-article

Latent variable analysis and partial correlation graphs for multivariate time series

Statistics & probability letters

DOI:

2005 // other

Partial Correlation Graphs and Dynamic Latent Variables for Physiological Time Series

Innovations in Classification, Data Science, and Information Systems


2004 // journal-article

Collapsibility of Graphical CG-Regression Models

Scandinavian Journal of Statistics

Vanessa Didelez; David Edwards
DOI: 10.1111/j.1467-9469.2004.00405.x

2004 // journal-article

BOOK REVIEWS: 2

Biometrics

Vanessa Didelez
DOI: 10.1111/j.0006-341x.2004.262_2.x

Jun 2003 // journal-article

Decomposability and selection of graphical models for multivariate time series

Biometrika


May 2003 // book-chapter

Comments on graphical models for stochastic processes

Highly structured stochastic systems

DOI:

2003 // journal-article

Optimal dynamic treatment regimes - Discussion on the paper by Murphy

Journal of the Royal Statistical Society, Series B (Statistical Methodology)

DOI:

2003 // journal-article

Graphical models and sequential decisions

Proceedings of the 54th session of the ISI

DOI: