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DOI

Increased accuracy of starch granule type quantification using mixture distributions

This repository accompanies the paper "Increased accuracy of starch granule type quantification using mixture distributions".

The repository contains:

Data

  • Mastersizer data is in data/mastersizer_input.csv.
  • Experimental design related variables for field, milling, starch extraction and mastersizer phases is in data/design.csv.
  • Full output data for only those distributions with three peaks in data/fitted_mixtures_noextrapeaks.csv
  • Full output data for all distributions in data/fitted_mixtures.csv
  • Granule type proportions from both methods, combined with design in data/granule_proportions.csv

Scripts

  • The script used to generate output data from mastersizer input (scripts/fitting_mixtures.R)
  • The script used for fitting the statistical model in the supplementary (scripts/supp_analysis.R)
  • The script used to generate an example figure (scripts/distributionExample.R)

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