Zobrazeno 1 - 10
of 948
pro vyhledávání: '"GOLDSMITH, JEFF"'
Autor:
Wrobel, Julia, Sauerbrei, Britton, Kirk, Erik A., Guo, Jian-Zhong, Hantman, Adam, Goldsmith, Jeff
We are motivated by a study that seeks to better understand the dynamic relationship between muscle activation and paw position during locomotion. For each gait cycle in this experiment, activation in the biceps and triceps is measured continuously a
Externí odkaz:
http://arxiv.org/abs/2406.19535
We introduce Adaptive Functional Principal Component Analysis, a novel method to capture directions of variation in functional data that exhibit sharp changes in smoothness. We first propose a new adaptive scatterplot smoothing technique that is fast
Externí odkaz:
http://arxiv.org/abs/2310.01760
Autor:
Gibson, Elizabeth A., Zhang, Junhui, Yan, Jingkai, Chillrud, Lawrence, Benavides, Jaime, Nunez, Yanelli, Herbstman, Julie B., Goldsmith, Jeff, Wright, John, Kioumourtzoglou, Marianthi-Anna
Environmental health researchers often aim to identify sources/behaviors that give rise to potentially harmful exposures. We adapted principal component pursuit (PCP)-a robust technique for dimensionality reduction in computer vision and signal proce
Externí odkaz:
http://arxiv.org/abs/2111.00104
Autor:
Gibson, Elizabeth A., Rowland, Sebastian T., Goldsmith, Jeff, Paisley, John, Herbstman, Julie B., Kiourmourtzoglou, Marianthi-Anna
Environmental health researchers may aim to identify exposure patterns that represent sources, product use, or behaviors that give rise to mixtures of potentially harmful environmental chemical exposures. We present Bayesian non-parametric non-negati
Externí odkaz:
http://arxiv.org/abs/2109.12164
Autor:
Martinez-Morata, Irene, Parvez, Faruque, Wu, Haotian, Eunus, Mahbubul, Goldsmith, Jeff, Ilievski, Vesna, Slavkovich, Vesna, Balac, Olgica, Izuchukwu, Chiugo, Glabonjat, Ronald A., Ellis, Tyler, Nasir Uddin, Mohammad, Islam, Tariqul, Sadat Arif, Anwar, van Geen, Alexander, Navas-Acien, Ana, Graziano, Joseph H., Gamble, Mary V.
Publikováno v:
In Environment International May 2024 187
Functional principal components analysis is a popular tool for inference on functional data. Standard approaches rely on an eigendecomposition of a smoothed covariance surface in order to extract the orthonormal functions representing the major modes
Externí odkaz:
http://arxiv.org/abs/2104.00645
Autor:
Martinez-Morata, Irene, Wu, Haotian, Galvez-Fernandez, Marta, Ilievski, Vesna, Bottiglieri, Teodoro, Niedzwiecki, Megan M, Goldsmith, Jeff, Jones, Dean P, Kioumourtzoglou, Marianthi-Anna, Pierce, Brandon, Walker, Douglas I, Gamble, Mary V
Publikováno v:
In The Journal of Nutrition February 2024 154(2):670-679
Autor:
Nunez, Yanelli, Gibson, Elizabeth A., Tanner, Eva M., Gennings, Chris, Coull, Brent A., Goldsmith, Jeff A., Kioumourtzoglou, Marianthi-Anna
Statistical learning (SL) includes methods that extract knowledge from complex data. SL methods beyond generalized linear models are being increasingly implemented in public health research and epidemiology because they can perform better in instance
Externí odkaz:
http://arxiv.org/abs/2006.07305
Akademický článek
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Autor:
Li, Maggie, Do, Vivian, Brooks, Jada L., Hilpert, Markus, Goldsmith, Jeff, Chillrud, Steven N., Ali, Tauqeer, Best, Lyle G., Yracheta, Joseph, Umans, Jason G., van Donkelaar, Aaron, Martin, Randall V., Navas-Acien, Ana, Kioumourtzoglou, Marianthi-Anna
Publikováno v:
In Environmental Research 15 November 2023 237 Part 2