4.6 Article

Glotaran: A Java-Based Graphical User Interface for the R Package TIMP

Journal

JOURNAL OF STATISTICAL SOFTWARE
Volume 49, Issue 3, Pages 1-22

Publisher

JOURNAL STATISTICAL SOFTWARE
DOI: 10.18637/jss.v049.i03

Keywords

Glotaran; TIMP; global analysis; target analysis; time-resolved spectroscopy; Java

Funding

  1. Netherlands Organization for Scientific Research (NWO) [635.000.014]

Ask authors/readers for more resources

In this work the software application called Glotaran is introduced as a Java-based graphical user interface to the R package TIMP, a problem solving environment for fitting superposition models to multi-dimensional data. TIMP uses a command-line user interface for the interaction with data, the specification of models and viewing of analysis results. Instead, Glotaran provides a graphical user interface which features interactive and dynamic data inspection, easier assisted by the user interface model specification and interactive viewing of results. The interactivity component is especially helpful when working with large, multi-dimensional datasets as often result from time-resolved spectroscopy measurements, allowing the user to easily pre-select and manipulate data before analysis and to quickly zoom in to regions of interest in the analysis results. Glotaran has been developed on top of the NetBeans rich client platform and communicates with R through the Java-to-R interface R serve. The background and the functionality of the application are described here. In addition, the design, development and implementation process of Glotaran is documented in a generic way.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.6
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available