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

被引:1181
作者
Snellenburg, Joris J. [1 ]
Laptenok, Sergey P.
Seger, Ralf [2 ]
Mullen, Katharine M. [3 ]
van Stokkum, Ivo H. M. [1 ]
机构
[1] Vrije Univ Amsterdam, Fac Sci, Dept Phys & Astron, NL-1081 HV Amsterdam, Netherlands
[2] Univ Augsburg, Dept Comp Oriented Stat & Data Anal COSADA, D-86135 Augsburg, Germany
[3] NIST, Struct Determinat Methods Grp, Div Ceram, Gaithersburg, MD 20899 USA
来源
JOURNAL OF STATISTICAL SOFTWARE | 2012年 / 49卷 / 03期
关键词
Glotaran; TIMP; global analysis; target analysis; time-resolved spectroscopy; !text type='Java']Java[!/text; TARGET ANALYSIS;
D O I
10.18637/jss.v049.i03
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
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.
引用
收藏
页码:1 / 22
页数:22
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