main figure

The main figure is the result figure, what was achieved. In this case we will probably use a infographics:

mutant/treated mice -> video taped 24h ->

status before:

excel 1h summary data -> excel analysis of summary data (2-5h):

  • p-hacking and harking -> false positive
  • 20 to 24h of data, all pooled -> variability and false pos/neg
  • no circadian clock reseting - false neg.
  • hugly graphs

status after

behavior sequence data -> metadata creation (1-2h) -> run script

  • data reset around light off event
  • and cut at shortest period present for all mice,
  • statistically sound analysis without a priori (PCA, SVM)
  • 3D visualisation

  • html/pdf Report

  • extendable (sequence analysis)

  • FAIR data

Summary

  • faster, more powerful
  • clean and statistically sound analysis
  • FAIR data
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