Donald B. Rubin

E385023

Donald B. Rubin is an influential American statistician best known for developing the Rubin causal model and foundational methods for handling missing data in statistical analysis.

All labels observed (1)

Label Occurrences
Donald B. Rubin canonical 2

How this entity was disambiguated

Statements (47)

Predicate Object
instanceOf American statistician ⓘ
person ⓘ
statistician ⓘ
academicDegree PhD in statistics ⓘ
almaMater Harvard University ⓘ
Princeton University ⓘ
awardReceived ASA Founders Award ⓘ
Fisher Lectureship ⓘ
linked to: Fisher Lecture

Parzen Prize for Statistical Innovation ⓘ
Samuel S. Wilks Memorial Award ⓘ
birthDate 1943-12-22 ⓘ
doctoralAdvisor William G. Cochran ⓘ
familyName Rubin ⓘ
field Bayesian statistics ⓘ
linked to: Bayesian inference

causal inference ⓘ
missing data analysis ⓘ
statistics ⓘ
survey methodology ⓘ
givenName Donald ⓘ
honorificTitle Fellow of the American Statistical Association ⓘ
Fellow of the Institute of Mathematical Statistics ⓘ
influenced methods for handling missing data in applied research ⓘ
modern causal inference in statistics ⓘ
knownFor Bayesian data analysis ⓘ
linked to: Bayesian inference

EM algorithm applications ⓘ
Rubin causal model ⓘ
Rubin’s rules for combining multiple imputation estimates ⓘ
foundational methods for handling missing data ⓘ
multiple imputation ⓘ
potential outcomes framework for causal inference ⓘ
propensity score methods ⓘ
memberOf American Statistical Association ⓘ
Institute of Mathematical Statistics ⓘ
International Statistical Institute ⓘ
name Donald B. Rubin ⓘ
nationality United States ⓘ
notableConcept Rubin causal model ⓘ
multiple imputation for nonresponse in surveys ⓘ
propensity score matching ⓘ
notableWork Causal Inference for Statistics, Social, and Biomedical Sciences ⓘ
Multiple Imputation for Nonresponse in Surveys ⓘ
positionHeld John L. Loeb Professor of Statistics ⓘ
Professor of Statistics at Harvard University ⓘ
workInstitution Educational Testing Service ⓘ
Harvard University ⓘ
University of Chicago ⓘ
University of Rochester ⓘ

How these facts were elicited

Referenced by (2)

Full triples — surface form annotated when it differs from this entity's canonical label.

Emanuel Parzen → notableStudent → Donald B. Rubin ⓘ
Donald B. Rubin → name → Donald B. Rubin ⓘ