corr2D: Implementation of Two-Dimensional Correlation Analysis in R
dc.bibliographicCitation.firstPage | 1 | eng |
dc.bibliographicCitation.issue | 3 | eng |
dc.bibliographicCitation.journalTitle | Journal of Statistical Software | eng |
dc.bibliographicCitation.volume | 90 | eng |
dc.contributor.author | Geitner, Robert | |
dc.contributor.author | Fritzsch, Robby | |
dc.contributor.author | Bocklitz, Thomas W. | |
dc.contributor.author | Popp, Jürgen | |
dc.date.accessioned | 2020-01-03T12:17:58Z | |
dc.date.available | 2020-01-03T12:17:58Z | |
dc.date.issued | 2019 | |
dc.description.abstract | In the package corr2D two-dimensional correlation analysis is implemented in R. This paper describes how two-dimensional correlation analysis is done in the package and how the mathematical equations are translated into R code. The paper features a simple tutorial with executable code for beginners, insight into the calculations done before the correlation analysis, a detailed look at the parallelization of the fast Fourier transformation based correlation analysis and a speed test of the calculation. The package corr2D offers the possibility to preprocess, correlate and postprocess spectroscopic data using exclusively the R language. Thus, corr2D is a welcome addition to the toolbox of spectroscopists and makes two-dimensional correlation analysis more accessible and transparent. | eng |
dc.description.version | publishedVersion | eng |
dc.identifier.uri | https://doi.org/10.34657/57 | |
dc.identifier.uri | https://oa.tib.eu/renate/handle/123456789/4786 | |
dc.language.iso | eng | eng |
dc.publisher | Los Angeles : UCLA | eng |
dc.relation.doi | https://doi.org/10.18637/jss.v090.i03 | |
dc.rights.license | CC BY 3.0 Unported | eng |
dc.rights.uri | https://creativecommons.org/licenses/by/3.0/ | eng |
dc.subject.ddc | 004 | eng |
dc.subject.other | correlation analysis | eng |
dc.subject.other | 2D correlation | eng |
dc.subject.other | spectroscopy | eng |
dc.subject.other | R | eng |
dc.subject.other | R package | eng |
dc.subject.other | corr2D | eng |
dc.title | corr2D: Implementation of Two-Dimensional Correlation Analysis in R | eng |
dc.type | Article | eng |
dc.type | Text | eng |
tib.accessRights | openAccess | eng |
wgl.contributor | IPHT | eng |
wgl.subject | Ingenieurwissenschaften | eng |
wgl.type | Zeitschriftenartikel | eng |
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