2020/01/28 by Andrea Meilán-Vila, Meilán-Vila, Andrea, Mario Francisco-Fernández +6
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference #stat.ME
paper · pdf · doi:10.48550/arxiv.2001.10317
30 pages, 16 figures
openalex publication_date 2020/01/28 · arxiv created 2020/04/13 · arxiv updated 2020/04/14 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28
Nonparametric estimators of a regression function with circular response and Rd-valued predictor are considered in this work. Local polynomial type estimators are proposed and studied. Expressions for their asymptotic biases and variances are derived, and some guidelines to select asymptotically local optimal bandwidth matrices are also given. The finite sample behavior of the proposed estimators is assessed through simulations and their performance is also illustrated with a real data set.