B.L. in economics, National Taiwan University (1965)
B.A. in foreign languages and literature, National Taiwan University (1970)
M.A. in economics, Brooklyn College (1980)
M.S. in mathematics, University of Rhode Island (1989)
Ph.D. in economics, Utah State University (1984)
Ph.D. in applied mathematical sciences, University of Rhode Island (1994)