Interest rate term structure modeling using free-knot splines

被引:15
作者
Fernandez-Rodriguez, Fernando [1 ]
机构
[1] Univ Las Palmas Gran Canaria, Las Palmas Gran Canaria, Spain
关键词
D O I
10.1086/508009
中图分类号
F [经济];
学科分类号
02 ;
摘要
In this article a new methodology for estimating the term structure of interest rates is developed. Using polynomial splines, a reliable approximation to term structure may depend crucially upon intelligent selection of numbers and position of spline knots, which can be a combinatorially very complex task. A different approach based on heuristic optimization techniques called genetic algorithms is presented. The optimal spline function takes into account the goodness of fit of the spline function. The new methodology was applied to estimating the term structure using data on zero-coupon Euro market bonds.
引用
收藏
页码:3083 / 3099
页数:17
相关论文
共 16 条
[1]  
De Boor C., 1978, PRACTICAL GUIDE SPLI, DOI DOI 10.1007/978-1-4612-6333-3
[2]  
Eubank RL., 1999, NONPARAMETRIC REGRES
[3]   FITTING SEGMENTED POLYNOMIAL REGRESSION MODELS WHOSE JOIN POINTS HAVE TO BE ESTIMATED [J].
GALLANT, AR ;
FULLER, WA .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1973, 68 (341) :144-147
[4]  
Hastie T., 2000, ELEMENTS STAT LEARNI
[5]  
Holland JH, 1992, ADAPTATION NATURAL A, DOI DOI 10.7551/MITPRESS/1090.001.0001
[6]   APPROXIMATION TO DATA BY SPLINES WITH FREE KNOTS [J].
JUPP, DLB .
SIAM JOURNAL ON NUMERICAL ANALYSIS, 1978, 15 (02) :328-343
[7]   LETHARGY THEOREM - PROPERTY OF APPROXIMATION BY GAMMA-POLYNOMIALS [J].
JUPP, DLB .
JOURNAL OF APPROXIMATION THEORY, 1975, 14 (03) :204-217
[8]  
KOZA JR, 1994, STAT COMPUT, V4, P87, DOI 10.1007/BF00175355
[9]  
LANGETIEG TC, 1981, APPRAISAL ALTERNATIV
[10]   MEASURING TERM STRUCTURE OF INTEREST RATES [J].
MCCULLOCH, JH .
JOURNAL OF BUSINESS, 1971, 44 (01) :19-31