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      Example data and scripts for 'Warping methods for spectroscopic and chromatographic signal alignment: A tutorial'

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      Creators
      Bloemberg, T.G.
      Buydens, L.M.C.
      Gerretzen, J.
      Wehrens, H.R.M.J.
      Lunshof, A.
      Date of Archiving
      2017
      Archive
      DANS EASY
      DOI
      https://doi.org/10.1016/j.aca.2013.03.048
      Related publications
      New warping and multivariate analysis methodologies for complex proteomic and metabolomic data  
      Warping methods for spectroscopic and chromatographic signal alignment: A tutorial  
      Publication type
      Dataset
      Please use this identifier to cite or link to this item: https://hdl.handle.net/2066/191625   https://hdl.handle.net/2066/191625
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      Organization
      Analytical Chemistry
      Audience(s)
      Chemistry
      Languages used
      English
      Key words
      Warping; Alignment; Chromatography; Spectroscopy; Examples; Tutorial; Review
      Abstract
      This dataset contains example data and R and Matlab scripts that reproduce the analyses and figures from the article 'Warping methods for spectroscopic and chromatographic signal alignment: A tutorial' (DOI: http://dx.doi.org/10.1016/j.aca.2013.03.048). The paper reviews and explains a number of the most frequently used techniques for signal (i.e. a spectrum or a chromatogram) alignment by means of 'warping'. The scripts in this dataset are meant to be read. They serve as examples and starting guides for those interested in alignment / warping, as an addition to the textual explanation in the paper. Simply running the scripts as ‘black boxes’ is not very useful, since they will simply reproduce the figures from the paper and the Supporting Information. The scripts are annotated (quite extensively, in some cases), so as to make clear what is being done.
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      • Datasets [1439]
      • Faculty of Science [33955]
       
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