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		| Marianne ruth  Cleto | 
	
		| University of the Philippines | 
	
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		| Encarnacion Hall, UP School of Economics | 
	
		| Osmena cor. Guerrero Sts., Diliman | 
	
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		| Quezon City,  1101 | 
	
		| Philippines | 
	
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		| mariannecleto09@gmail.com | 
	
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		| JEL Areas: R4 : Transportation Systems: General
 Q5 : Environmental Economics: General
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