Project

New methods for the sensR package

Publisher

Supervisor

Location

Greater Copenhagen area

This is a project within "Sensometrics". Sensometrics is the name for applying and developing statistics for the analysis of human perceptual measurements. These are used in food and  many other industries for product development. PerBB developed methods and software during 25 years:
  • Many projects with national and international companies
  • Sharing open source softwares online (and training podcasts)
  • PanelCheck
  • ConsumerCheck
  • R-packages sensR, ordinal, lmerTest, SensMixed, mumm

Possible project elements:

•   The R-package sensR is used for data from so-called discrimination and
similarity experimental data

•        Binomial data analysis and mixed model extensions

•        It will be the main software package for a new edited book on the topic (2017)

•        It covers many situations but NOT all relevant ones yet

•        Power and sample size functions for various settings have been implemented

•        Power and sample size functions for REPLICATED settings are missing. Idea for how to
do this:

–       Replicated analysis is carried out by:

•        Estimate the parameters of the corrected beta-binomial model by ML

•        Get the d-prime and the confidence interval from this

–       Make a simulation based power function in sensR for the model and procedure sketched above.

–       Based on such a power function, one could then make the sample size function

–       And still:  these things would have to somehow include BOTH the average level AND the dispersion and that will add an additional complexity to the whole thing

In collaboration with

Danish or international company

Requirements

Some courses in statistics

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Contact

Company / Organization

DTU Compute

Name

Per B. Brockhoff

Position

Professor, Institutdirektør

Mail

perbb@dtu.dk

Supervisor info

MSc in Food Technology

Supervisor

Per B. Brockhoff

ECTS credits

30

Type

MSc thesis

MSc in Mathematical Modelling and Computation

Supervisor

Per B. Brockhoff

ECTS credits

30

Type

MSc thesis

Technical University of Denmark

For almost two centuries DTU, Technical University of Denmark, has been dedicated to fulfilling the vision of H.C. Ørsted – the father of electromagnetism – who founded the university in 1829 to develop and create value using the natural sciences and the technical sciences to benefit society.


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