Optimal transformations in multiple linear regression using functional networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2084 LNCS, Issue PART 1, 2001, Pages 316-324

  Castillo, Enrique ^a   Hadi, Ali S ^b,c   Lacruz, Beatriz ^d  

^a UNIVERSITY OF CANTABRIA   (Spain)

^b Department of Obstetrics Gynecology   (United States)

^c The American University in Cairo   (Egypt)

^d UNIVERSITY OF ZARAGOZA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

LINEAR REGRESSION; MATHEMATICAL TRANSFORMATIONS; ARTIFICIAL INTELLIGENCE; LINEAR TRANSFORMATIONS;

FUNCTIONAL NET; FUNCTIONAL NETWORK; MULTIPLE LINEAR REGRESSIONS; OPTIMAL TRANSFORMATION; PREDICTOR VARIABLES;

LINEAR TRANSFORMATIONS; MATHEMATICAL TRANSFORMATIONS;

EID: 57849130214     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45720-8_36     Document Type: Conference Paper

References (10)

1. Aczel, J.: Lectures on Functional Equations and Their Applications, Vol. 19. Mathematics in Science and Engineering, Academic Press, New York, (1966).
2. Atkinson, A. C.: Plots, Transformations and Regression. An Introduction to Graphical Methods of Diagnostic Regression Analysis. Clarendon Press, Oxford, (1985).
3. Breiman, L., Friedman, J. H.: Estimating Optimal Transformations for Multiple Regression and Correlation (with comments). Journal of the American Statistical Association, Vol. 80, No. 391, (1985) 580-619.
4. Carroll, R. J., Ruppert, D.: Transformations and Weigthing in Regression. Chapman and Hall, (1988).
5. Castillo, E., Cobo, A., Gutierrez, J. M., Pruneda, E.: An Introduction to Functional Networks with Applications. Kluwer Academic Publishers: New York, (1998).
6. Castillo, E., Gutierrez, J. M., Cobo, A., Castillo, C.: A Minimax Method for Learning Functional Networks. Neural Processing Letters, 11, 1, (2000) 39-49.
7. Castillo, E., Gutierrez, J. M., Hadi, A. S., Lacruz, B.: Some Aplications of Functional Networks in Statistics and Engineering. Technometrics, (in press), (2001).
8. Castillo, E., Ruiz-Cobo, R.: Functional Equations in Science and Engineering. Marcel Dekker: New York, (1992).
9. Castillo, E. and Gutierrez, J. M.: Nonlinear Time Series Modeling and Prediction Using Functional Networks. Extracting Information Masked by Chaos. Physics Letters A, Vol. 244, (1998) 71-84.
10. Chaterjee, S., Hadi, A. S., Price, B.: Regression Analysis by Example. Third Edition. John Wiley and Sons, Inc., (2000).