Christian Heumann
Statistics and Probability · 2007–2016
A researcher in the Science corpus: 3 papers; trusts 5 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 13 citations into it
Whom Christian Heumann trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Papers from Christian Heumann's perspective
Ordered by how strongly the researchers Christian Heumann trusts endorse each paper. Same corpus, a different order for every researcher.
- Missing Data, Imputation, and the Bootstrap
- Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
- Regression with Missing X's: A Review
- Multiple Imputation After 18+ Years
- Missing data
- A new approach to causal inference in mortality studies with a sustained exposure period—application to control of the healthy worker survivor effect
- Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls (British medical journal)
- Missing data: our view of the state of the art. (Psychological methods)
- Comparative effectiveness of dynamic treatment regimes: an application of the parametric g-formula
- Early Antiretroviral Therapy and Mortality among HIV-Infected Infants (New England Journal of Medicine)
Their papers
- Bootstrap Inference When Using Multiple Imputation (2016) — 410 citations
- Introduction to Statistics and Data Analysis (2016) — 134 citations
- Linear Models and Generalizations: Least Squares and Alternatives (2007) — 300 citations