Nonparametric Regression for Spherical Data

Local Linear Regression on Manifolds and Its Geometric Interpretation

(2013) Ming-yen Cheng et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Using Conditional Kernel Density Estimation for Wind Power Density Forecasting

(2012) Jooyoung Jeon et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Non-parametric Regression for Circular Responses

(2012) MARCO DI MARZIO et al.   SCANDINAVIAN JOURNAL OF STATISTICS

Learning rates of regularized regression on the unit sphere

(2012) FeiLong Cao et al.   Science China-Mathematics

Nonparametric regression on the hyper-sphere with uniform design

(2011) Jean-Baptiste Monnier   TEST

Regression on manifolds: Estimation of the exterior derivative

(2010) Anil Aswani et al.   ANNALS OF STATISTICS

Intrinsic Regression Models for Positive-Definite Matrices With Applications to Diffusion Tensor Imaging

(2009) Hongtu Zhu et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Local polynomial regression for circular predictors

(2009) Marco Di Marzio et al.   STATISTICS & PROBABILITY LETTERS

Wind direction modelling using multiple observation points

(2007) Y. Hirata et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

CMB data analysis and sparsity

(2007) P. Abrial et al.   Statistical Methodology