Optimal function-on-scalar regression over complex domains
Author:
Affiliation:
1. Department of Statistics, Pennsylvania State University, University Park, PA 16802, USA
2. Department of Statistics, Western Michigan University, Kalamazoo, MI 49008, USA
Publisher
Institute of Mathematical Statistics
Subject
Statistics and Probability,Statistics, Probability and Uncertainty
Reference35 articles.
1. Aronszajn, N. and Smith, K. T. (1961), Theory of Bessel potentials. i, in ‘Annales de l’institut Fourier’, Vol. 11, pp. 385–475.
2. Barber, R. F., Reimherr, M., Schill, T. et al. (2017), ‘The function-on-scalar lasso with applications to longitudinal gwas’, Electronic Journal of Statistics 11(1), 1351–1389.
3. Berlinet, A. and Thomas-Agnan, C. (2011), Reproducing kernel Hilbert spaces in Probability and Statistics, Springer Science & Business Media.
4. Cai, T. T. and Yuan, M. (2011), ‘Optimal estimation of the mean function based on discretely sampled functional data: Phase transition’, The Annals of Statistics 39(5), 2330–2355.
5. Cai, T. T. and Yuan, M. (2012), ‘Minimax and adaptive prediction for functional linear regression’, Journal of the American Statistical Association 107(499), 1201–1216.
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