Nonparametric variable importance assessment using machine learning techniques-Reference-Cited by-同舟云学术

Nonparametric variable importance assessment using machine learning techniques

Published:2020-12-08 Issue:1 Volume:77 Page:9-22
ISSN:0006-341X
Container-title:Biometrics
language:en
Short-container-title:Biometrics

Author:

Williamson Brian D.¹^ORCID,Gilbert Peter B.¹²,Carone Marco¹²^ORCID,Simon Noah¹

Affiliation:

1. Department of Biostatistics University of Washington Seattle Washington USA

2. Vaccine and Infectious Disease Division Fred Hutchinson Cancer Research Center Seattle Washington USA

Funder

National Institute of Allergy and Infectious Diseases

Publisher

Wiley

Subject

Applied Mathematics,General Agricultural and Biological Sciences,General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,General Medicine,Statistics and Probability

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1111/biom.13392

Reference31 articles.

1. Barron A.(1989) Statistical properties of artificial neural networks. InProceedings of the 28th IEEE Conference on Decision and Control.Piscataway NJ:IEEE pp.280–285.

2. Higher-Order Targeted Loss-Based Estimation

3. Estimation of a non-parametric variable importance measure of a continuous exposure

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