The following information was submitted:
Transactions: WSEAS TRANSACTIONS ON MATHEMATICS
Transactions ID Number: 89-276
Full Name: Betül Kan
Position: Assistant
Age: ON
Sex: Female
Address: Anadolu University, Faculty of Science,Dept.Statistics, ESKISEHIR
Country: TURKEY
Tel: +90 537 2875542
Tel prefix:
Fax: +90 222 3204910
E-mail address: kanbetul@yahoo.com
Other E-mails: bkan@anadolu.edu.tr
Title of the Paper: Comparison of the Results of Factorial Experiments, Fractional Factorial Experiments, Regression Trees and MARS for Fuel Consumption Data
Authors as they appear in the Paper: Betül Kan,Berna Yazýcý
Email addresses of all the authors: bkan@anadolu.edu.tr,bbaloglu@anadolu.edu.tr, kanbetul@yahoo.com,berna.yazici@yahoo.com
Number of paper pages: 10
Abstract: In this study effects that are significant on the fuel consumption of F-4 aircrafts are analyzed by using different statistical methods and the results of those different methods are compared. The response variable of every possible combination of factors and interactions are analyzed to provide information about main effect(s) and interaction effect(s). MARS is applied in order to find the relationship and a tree model in order to summarize the relationship of main effects and the interactions on a plot. Also a 25 factorial experiment with 4 replications is performed to determine the significant main effects and interactions. The analysis is repeated for one-half fractional factorial experiment. A comparison of performance of the methods is made in order to investigate their applicability.
Keywords: Regression trees, MARS, Factorial experiments, Fractional factorial experiments, Basis function, GCV (Generalized Cross Validation), Recursive partitioning, AID (Automatic Interaction Detection)
EXTENSION of the file: .pdf
Special (Invited) Session: Assessment of Fuel Consumption Using Factorial Experiments, Regression Trees and MARS
Organizer of the Session: 697-293
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