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@INPROCEEDINGS{Wuttke:202394,
      author       = {Wuttke, Joachim},
      title        = {{D}ata analysis: {I}s it science or art?},
      reportid     = {FZJ-2015-04655},
      year         = {2015},
      abstract     = {In some fields of research, data analysis is routine,
                      either relying on the formal apparatus of hypothesis
                      testing, or resulting in rock-solid conclusions that
                      convince without further ado. In other fields, however,
                      including several neutron scattering techniques, data
                      analysis appears to be more an art than exact science, with
                      fit quality to be visually assessed by the experienced eyes,
                      and conclusions formulated in purposefully vague language.
                      The generalizations proposed in this talk will be
                      illustrated with examples from my own research in fields as
                      diverse as liquid dynamics (experiments supporting
                      mode-coupling theory and refuting the purported
                      fragile-to-strong transition of confined water), surface
                      science (development of simulation software for
                      grazing-incidence small-angle scattering), and sociology
                      (critical reanalysis of the student performance study
                      PISA).},
      month         = {Jul},
      date          = {2015-07-06},
      organization  = {Multiscale phenomena in molecular
                       matter, Kraków (Poland), 6 Jul 2015 -
                       10 Jul 2015},
      subtyp        = {Invited},
      cin          = {JCNS (München) ; Jülich Centre for Neutron Science JCNS
                      (München) ; JCNS-FRM-II / Neutronenstreuung ; JCNS-1 /
                      JCNS-2},
      cid          = {I:(DE-Juel1)JCNS-FRM-II-20110218 /
                      I:(DE-Juel1)JCNS-1-20110106 / I:(DE-Juel1)JCNS-2-20110106},
      pnm          = {6G15 - FRM II / MLZ (POF3-6G15) / 6G4 - Jülich Centre for
                      Neutron Research (JCNS) (POF3-623) / 524 - Controlling
                      Collective States (POF3-524) / 6215 - Soft Matter, Health
                      and Life Sciences (POF3-621)},
      pid          = {G:(DE-HGF)POF3-6G15 / G:(DE-HGF)POF3-6G4 /
                      G:(DE-HGF)POF3-524 / G:(DE-HGF)POF3-6215},
      experiment   = {EXP:(DE-MLZ)NOSPEC-20140101},
      typ          = {PUB:(DE-HGF)6},
      url          = {https://juser.fz-juelich.de/record/202394},
}