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Page 1
Foundations of Causal ML.
Kummerfeld E, Andrews B, Ma S. Kummerfeld E, et al. 2024 Mar 5. In: Simon GJ, Aliferis C, editors. Artificial Intelligence and Machine Learning in Health Care and Medical Sciences: Best Practices and Pitfalls [Internet]. Cham (CH): Springer; 2024. 2024 Mar 5. In: Simon GJ, Aliferis C, editors. Artificial Intelligence and Machine Learning in Health Care and Medical Sciences: Best Practices and Pitfalls [Internet]. Cham (CH): Springer; 2024. PMID: 39836805 Free Books & Documents. Review.
Power Analysis for Causal Discovery.
Kummerfeld E, Williams L, Ma S. Kummerfeld E, et al. Int J Data Sci Anal. 2024 Apr;17(3):289-304. doi: 10.1007/s41060-023-00399-4. Epub 2023 Jun 27. Int J Data Sci Anal. 2024. PMID: 39574435 Free PMC article.
Applying Causal Discovery to Intensive Longitudinal Data.
Stevenson BL, Kummerfeld E, Merrill JE. Stevenson BL, et al. Among authors: kummerfeld e. Proc Mach Learn Res. 2021;160:20-29. Proc Mach Learn Res. 2021. PMID: 35936974 Free PMC article. No abstract available.
Opinion: Reproducibility failures are essential to scientific inquiry.
Redish AD, Kummerfeld E, Morris RL, Love AC. Redish AD, et al. Among authors: kummerfeld e. Proc Natl Acad Sci U S A. 2018 May 15;115(20):5042-5046. doi: 10.1073/pnas.1806370115. Proc Natl Acad Sci U S A. 2018. PMID: 29765001 Free PMC article. No abstract available.
37 results