CONCLUSIONS
Complex Models (such as neural network models)will continue to play an ever-increasing role in theSocial and Behavioral Sciences
Developing good complex models requires care!
- Axiomatic objective function justification: Relevant!
- Identifiability: Relevant!
- Asymptotic behavior: Relevant!
- Hypothesis testing: Relevant!
DRMST Theory is a new powerful tool:
- Assumptions easily verified
- Theory broadly applicable
Please see: www.utdallas.edu/~golden/ANNpubs.html for more details