Computer Science
6 years ago

New Web Tool Simplifies Complex Data Analysis for Researchers.

Journal of Physics Conference Series
The Development of Web-based Graphical User Interface for Unified Modeling Data with Multi (Correlated) Responses
I Made Tirta, Dian Anggraeni

Paper Summary

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The article discusses the development of a user-friendly web interface for analyzing data with multiple correlated responses. Traditional statistical models like GLM and GAM are not suitable for this type of data, so the researchers created a web-based tool that allows users to easily compare different models like GEE, GLMM, and HGLM. The tool, accessible through a menu-based interface, provides a more convenient way for researchers to analyze and interpret their data. The study found that GEE, GLMM, and HGLM models produced similar results.