Conjoint analysis
From DDL Wiki
(Difference between revisions)
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- | + | Conjoint analysis, also known as multiattribute compositional models. | |
+ | |||
+ | ==Basic Process== | ||
+ | The basic process for a conjoint analysis is as follows: | ||
+ | |||
+ | ==Data Collection Methods== | ||
+ | *Rating (e.g. rating with a scale from 1-10) | ||
+ | *Ranking (e.g. rank best as 1st, 2nd, 3rd, etc.) | ||
+ | *Choice (e.g. four options, which do you choose?) | ||
+ | |||
+ | *Stated choice | ||
+ | *Revealed Preference | ||
+ | |||
+ | |||
+ | ==Data Analysis== | ||
+ | logit and probit | ||
+ | |||
+ | |||
+ | ==External links== | ||
+ | |||
+ | *[http://plato.asu.edu/donlp2.html DONLP2] is an open-sourced code of implementing SQP algorithm. The website offers packages in Fortran 77, F90 and ANSI-C versions. | ||
+ | |||
+ | *[http://www.mathworks.com/products/optimization/ Matlab Optimization Toolbox] is a commercial software package which includes SQP algorithm to solve the NLP problems. | ||
+ | |||
+ | |||
+ | ==Reference== | ||
+ | |||
+ | *G.N. Vanderplaats, Numerical Optimization techniques for Engineering Design with Applications, 1984, McGraw-Hill Inc. | ||
+ | |||
+ | *P.Y. Papalambros and D.J. Wilde, Principles of Optimal Design: Modeling and Computation, 1988, Cambridge University Press. | ||
+ | |||
+ | *S.S. Rao, Engineering Optimization: Theory and Practice, 1996, 3rd Ed., John Wiley & Sons, Inc. |
Revision as of 18:42, 28 November 2006
Conjoint analysis, also known as multiattribute compositional models.
Contents |
Basic Process
The basic process for a conjoint analysis is as follows:
Data Collection Methods
- Rating (e.g. rating with a scale from 1-10)
- Ranking (e.g. rank best as 1st, 2nd, 3rd, etc.)
- Choice (e.g. four options, which do you choose?)
- Stated choice
- Revealed Preference
Data Analysis
logit and probit
External links
- DONLP2 is an open-sourced code of implementing SQP algorithm. The website offers packages in Fortran 77, F90 and ANSI-C versions.
- Matlab Optimization Toolbox is a commercial software package which includes SQP algorithm to solve the NLP problems.
Reference
- G.N. Vanderplaats, Numerical Optimization techniques for Engineering Design with Applications, 1984, McGraw-Hill Inc.
- P.Y. Papalambros and D.J. Wilde, Principles of Optimal Design: Modeling and Computation, 1988, Cambridge University Press.
- S.S. Rao, Engineering Optimization: Theory and Practice, 1996, 3rd Ed., John Wiley & Sons, Inc.