Hands-on
experience is especially important in data analysis. Teach/Me
- Data Analysis therefore contains a statistics package which provides
both the most important methods of elementary statistics, and some more
advanced methods of multivariate data analysis.
Here are some of the key features of the Data Laboratory:
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up to six simultaneous windows to process and display data
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built-in numerical data editor
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a large number of chart types: point plots, line plots, spectra,
x-y plots, principal components, histograms, table survey, etc.
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on-screen 3D-rotation of data
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built-in math interpreter
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mathematical/statistical functions: univariate linear and parabolic,
regression, correlation, multiple linear regression, principal component
analysis, principal component regression, neural networks, dendrograms
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statistical tests
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automatic feature selection: forward selection (MLR), growing neural
networks
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cross validation of calculated models
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sorting and mixing of data
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statistical table calculator (normal, chi-square, t, and F distribution)