The financial early warning system (EWS) aims to prevent financial crises by assessing and managing potential risks in the financial environment. The EWS in this paper utilizes R program to exclude human subjectivity through statistical techniques and...
The financial early warning system (EWS) aims to prevent financial crises by assessing and managing potential risks in the financial environment. The EWS in this paper utilizes R program to exclude human subjectivity through statistical techniques and enables efficient work. The existing EWS was based on a stand alone system and had the disadvantages of being difficult to use from a distance and having poor visibility. Therefore, in this paper, to implement a new EWS, dashboard visualization is implemented in a Web server environment using the open source platform such as MySQL DBMS, R program, and Shiny server package.