Asymmetric circular-linear multivariate regression models with applications to environmental data |
| |
| Authors: | Ashis SenGupta Fidelis I Ugwuowo |
| |
| Institution: | (1) Applied Statistics Unit, Indian Statistical Institute, Kolkata, 700108, India;(2) Department of Statistics, University of Nigeria, Nsukka, Enugu State, Nigeria |
| |
| Abstract: | We propose asymmetric angular-linear multivariate regression models, which were motivated by the need to predict some environmental
characteristics based on some circular and linear predictors. A measure of fit is provided through the residual analysis.
Some applications using data from solar energy radiation experiment and wind energy are given.
Received: September 2003 / Revised: February 2005 |
| |
| Keywords: | Angular-linear dependency Environmental data Multivariate regression Solar energy Wind energy |
| 本文献已被 SpringerLink 等数据库收录！ |
