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IssueStatistical Analysis and Data Mining: The ASA Data Science Journal: Volume 7, Issue 5
Special Issue on Observational Healthcare Data
i-iv, 323-412October 2014
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Issue Information
Original Article
no
Causal inference of interaction effects with inverse propensity weighting, G-computation and tree-based standardization
- Pages: 323-336
- First Published: 18 April 2014
Reviews
no
Integrating database knowledge and epidemiological design to improve the implementation of data mining methods that evaluate vaccine safety in large healthcare databases
- Pages: 337-351
- First Published: 19 August 2014
no
A pattern discovery framework for adverse event evaluation and inference in spontaneous reporting systems
- Pages: 352-367
- First Published: 14 August 2014
Original Articles
no
Robustness properties of a sequential test for vaccine safety in the presence of misspecification
- Pages: 368-375
- First Published: 19 August 2014
no
Fair treatment comparisons in observational research
- Pages: 376-384
- First Published: 14 August 2014
no
Survival analysis with electronic health record data: Experiments with chronic kidney disease
- Pages: 385-403
- First Published: 19 August 2014
no
Big data, big results: Knowledge discovery in output from large-scale analytics
- Pages: 404-412
- First Published: 16 September 2014
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