Using Bayesian Analysis to Refine the Measurement of the Innovative Capacities of Engineers | IEEE Conference Publication | IEEE Xplore

Using Bayesian Analysis to Refine the Measurement of the Innovative Capacities of Engineers

Publisher: IEEE

Abstract:

In this research-to-practice paper we provide the context for our research and review our process for conducting our engineering innovativeness factor analysis using Baye...View more

Abstract:

In this research-to-practice paper we provide the context for our research and review our process for conducting our engineering innovativeness factor analysis using Bayesian statistical approaches rather than using the traditional principal components analysis (PCA). Our purpose in discussing this analysis approach is to demonstrate that we found the Bayesian analysis approach to be a superior way to refine factors and reduce survey items when developing our instrument for assessment of engineering innovativeness characteristics.
Date of Conference: 03-06 October 2018
Date Added to IEEE Xplore: 07 March 2019
ISBN Information:

ISSN Information:

Publisher: IEEE
Conference Location: San Jose, CA, USA

References

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