Research
Research
† : co-first author
Choi, C.†, Song, W.†, Müller, H. G., and Park, B. U. (2025). Additive Fréchet regression for random objects.
Choi, C. (2025). High-dimensional convolution-smoothed quantile linear models for Hilbert manifold covariates.
Choi, C., Mammen, E. and Park, B. U. (2025). Additive Hilbert manifold score regression in high-dimension with local polynomial smoothing.
Choi, C. and Park, B. U. (2025). High-dimensional Hilbert-Schmidt Linear regression with Hilbert manifold variables. The Annals of Statistics. 53(6), 2673-2701. [Link][Code]
Choi, C. and Park, B. U. (2025). High-dimensional generalized linear models for Hilbert manifold covariates. Electronic Journal of Statistics. 19(2), 3979-4053. [Link][Code]
Choi, C., Lin, Z. and Park, B. U. (2025). High-dimensional partially linear additive models on Riemannian manifolds. Bernoulli. 31(4): 3285-3308. [Link]