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We are developing a suite of software that simulates the observations with this instrument to check the performance of the ASTRO-F/FIS as a whole and to prepare input data sets for the data analysis and reduction software prior to launch.
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for the data analysis and visualization.
MK actively participated in all data analysis and reduction for phases 1a and 1b, and provided data to phase 1a.
Principal component analysis (PCA) is a widely used tool for data analysis and dimension reduction in applications throughout science and engineering.
The classical principal component analysis (PCA) is the most widely used tool for high-dimensional data analysis, and it plays a fundamental role in dimensionality reduction.
This approach avoids artifacts in data reduction and protects against overfitting in the data analysis.
Data reduction, data analysis and data interpretation methods are essential to enable engineers to use more precisely information for structural analysis and repair, lifetime prediction, and maintenance.
The audiotapes, transcripts, and interviewer notes were reviewed by the interviewer for the data reduction and analysis process.
In addition to data complexity, the big data reduction problem is studied in various other perspectives to articulate the effects and the need of data reduction for big data analysis, management, commercialization, and personalization.
The decisions on minimum daily wearing time and number of required days for data analysis are critical data reduction issues.
Qualitative data analysis used data reduction, data display and conclusion/verification techniques.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com