[Home ] [Archive]   [ فارسی ]  
:: Main :: About :: Current Issue :: Archive :: Search :: Submit :: Contact ::
:: Volume 25, Issue 2 (3-2021) ::
Andishe 2021, 25(2): 13-17 Back to browse issues page
Fisher’s Linear Discriminant Analysis for Weather Data by reproducing kernel Hilbert spaces framework
Mohammadreza Faridrohani *, Behdad Mostafaiy, Mohammad Ebrahim Hosseininasab
Shahid Beheshti University
Abstract:   (1629 Views)
Recently with science and technology development, data with functional nature are easy to collect. Hence, statistical analysis of such data is of great importance. Similar to multivariate analysis, linear combinations of random variables have a key role in functional analysis. The role of Theory of Reproducing Kernel Hilbert Spaces is very important in this content. In this paper we study a general concept of Fisher’s linear discriminant analysis that extends the classical multivariate method to the case functional data. A bijective map is used to link a second order process to the reproducing kernel Hilbert space, generated by its within class covariance kernel. Finally a real data set related to Iranian weather data collected in 2008 is also treated.
Keywords: Reproducing kernel Hilbert space, linear discriminant analysis, functional data, second order stochastic processes.
Full-Text [PDF 306 kb]   (752 Downloads)    
Type of Study: Applicable | Subject: Special
Received: 2020/11/20 | Accepted: 2021/03/17 | Published: 2021/03/18
Send email to the article author

Add your comments about this article
Your username or Email:


XML   Persian Abstract   Print

Download citation:
BibTeX | RIS | EndNote | Medlars | ProCite | Reference Manager | RefWorks
Send citation to:

Faridrohani M, Mostafaiy B, Hosseininasab M E. Fisher’s Linear Discriminant Analysis for Weather Data by reproducing kernel Hilbert spaces framework. Andishe 2021; 25 (2) :13-17
URL: http://andisheyeamari.irstat.ir/article-1-829-en.html

Rights and permissions
Creative Commons License This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Volume 25, Issue 2 (3-2021) Back to browse issues page
مجله اندیشه آماری Andishe _ye Amari
Persian site map - English site map - Created in 0.06 seconds with 30 queries by YEKTAWEB 4549