Properties (52)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
Statistician
|
| gptkbp:affiliation |
gptkb:Stanford_University
|
| gptkbp:awards |
COPSS Presidents' Award
|
| gptkbp:birthDate |
1951-01-01
|
| gptkbp:contribution |
Research on statistical inference
Research on causal inference Research on statistical genetics Research on time series analysis Contributed to the field of machine learning Research on Bayesian statistics Research on signal processing Research on multivariate statistics Research on statistical education Advocated for reproducible research Contributed to the field of bioinformatics Contributed to the field of clinical trials Contributed to the field of econometrics Contributed to the field of psychometrics Contributed to the field of statistical computing Contributed to the field of statistical consulting Contributed to the field of statistical modeling Contributed to the field of statistical theory Contributed to the theory of inverse problems Developed methods for image processing Developed techniques for functional data analysis Developed the concept of sparsity in statistics Pioneered methods for data visualization Promoted the use of statistical software Research on statistical consulting practices Research on statistical graphics Research on survey sampling Contributed to the field of statistical applications Contributed to the field of statistical software development Worked_on_empirical_Bayes_methods |
| gptkbp:education |
gptkb:Harvard_University
gptkb:University_of_California,_Berkeley |
| gptkbp:field |
Computer Science
Mathematics Statistics |
| https://www.w3.org/2000/01/rdf-schema#label |
Professor David Donoho
|
| gptkbp:influencedBy |
gptkb:John_Tukey
gptkb:Bradley_Efron |
| gptkbp:knownFor |
Data analysis
Contributions to statistics Wavelet theory |
| gptkbp:publishes |
gptkb:Journal_of_the_American_Statistical_Association
gptkb:The_Annals_of_Statistics An Introduction to Wavelets Statistical Data Analysis |
| gptkbp:researchFocus |
Nonparametric statistics
Statistical learning High-dimensional data analysis |