Authors’ reply to the Discussion of ‘Parameterizing and simulating from causal models’

Journal of the Royal Statistical Society Series B: Statistical Methodology

Graphical criteria for the identification of marginal causal effects in continuous-time survival and event-history analyses

Journal of the Royal Statistical Society Series B: Statistical Methodology

Misleading and avoidable: design-induced biases in observational studies evaluating cancer screening -- the example of site-specific effectiveness of screening colonoscopy

Invited commentary: where do the causal DAGS come from?

American Journal of Epidemiology

Variable selection in linear regression models: Choosing the best subset is not always the best choice

Biometrical Journal

Re: Are Target Trial Emulations the Gold Standard for Observational Studies?

Epidemiology

Multiple imputation of missing data under missing at random: compatible imputation models are not sufficient to avoid bias if they are mis-specified

Journal of Clinical Epidemiology

Screening colonoscopy similarly prevented distal and proximal colorectal cancer: a prospective study among 55–69-year-olds

Journal of Clinical Epidemiology

Emulierung von „target trials“ mit Real-world-Daten

Prävention und Gesundheitsförderung

On the logic of collapsibility for causal effect measures

Biometrical Journal

Discussion on “Causal mediation of semicompeting risks” by Yen‐Tsung Huang

Biometrics

Epidemiology, genetic epidemiology and Mendelian randomisation: more need than ever to attend to detail

Human Genetics

Time-dependent mediators in survival analysis: Modeling direct and indirect effects with the additive hazards model

Biometrical Journal

Constrained Instruments and their Application to Mendelian Randomization with Pleiotropy

Genetic Epidemiology

bpbounds: Nonparametric bounds for the average causal effect due to Balke and Pearl and extensions

Covariate selection strategies for causal inference: Classification and comparison

Biometrical Journal

Defining causal mediation with a longitudinal mediator and a survival outcome

Lifetime Data Analysis

Causal Inference from Case-Control Studies

Handbook of Statistical Methods for Case-Control Studies

Improving the robustness and efficiency of covariate-adjusted linear instrumental variable estimators

Scandinavian Journal of Statistics

Causal concepts and graphical models

Handbook of graphical models

Sensitivity of treatment recommendations to bias in network meta-analysis

Journal of the Royal Statistical Society: Series A (Statistics in Society)

Ignorability for general longitudinal data

Biometrika

Thinning a Triangulation of a Bayesian Network or Undirected Graph to Create a Minimal Triangulation

International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems

Discussion on 'Causal inference by using invariant prediction: identification and confidence intervals' by Peters, Bühlmann, Meinshausen

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

Inequalities on partial correlations in Gaussian graphical models containing star shapes

Communications in Statistics - Theory and Methods