© 1999 - 2010
Max-Planck-Gesellschaft
Graduating the age-specific fertility pattern using Support Vector Machines
Anastasia Kostaki, Javier Moguerza, Alberto Olivares, Stelios Psarakis
Demographic Research, Volume 20, Article 25
Aronszajn, N. (1950). Theory of reproducing kernels. Trans. Amer. Math. Soc. 68: 337-404. [ doi:10.2307/1990404 ]
[ Download reference in Refman (RIS) | ProCite (RIS) | EndNote | BibTeX format ]
Brockmann, M., Gasser, T., and Herrmann, E. (1993). Locally Adaptive Bandwidth choice for kernel regression estimators. Journal of the American Statistical Association 88(424): 1302-1309. [ doi:10.2307/2291270 ]
[ Download reference in Refman (RIS) | ProCite (RIS) | EndNote | BibTeX format ]
Chandola, T., Coleman, D. A., and Horns, R. W. (1999). Recent European fertility patterns: fitting curves to 'distorted' distributions. Population Studies 53(3): 317-329. [ doi:10.1080/00324720308089 ]
[ Download reference in Refman (RIS) | ProCite (RIS) | EndNote | BibTeX format ]
Chandola, T., Coleman, D. A., and Horns, R. W. (2002). Distinctive features of age-specific fertility profiles in the English-speaking world: Common patterns in Australia, Canada, New Zealand and the United States, 1970-98. Population Studies 56: 181-200. [ doi:10.1080/00324720215929 ]
[ Download reference in Refman (RIS) | ProCite (RIS) | EndNote | BibTeX format ]
Eurostat New Cronos Database (2006). Europa database: Population and Social Conditions [electronic resource]. Manchester UK. [ http://www.esds.ac.uk/international/support/user\_guides/eurostat/Cronoswe.asp ]
[ Download reference in Refman (RIS) | ProCite (RIS) | EndNote | BibTeX format ]
Gasser, T., Kneip, A., and Kohler, W. (1991). A flexible and fast method for automatic smoothing. Journal of the American Statistical Association 86(415): 643-652. [ doi:10.2307/2290393 ]
[ Download reference in Refman (RIS) | ProCite (RIS) | EndNote | BibTeX format ]
Gasser, T. and Müller, H. (1979). Kernel estimation of regression functions. In: Smoothing Techniques for Curve Estimation. Lecture Notes in Mathematics 757. New York: Springer-Verlag: 23-68. [ doi:10.1007/BFb0098489 ]
[ Download reference in Refman (RIS) | ProCite (RIS) | EndNote | BibTeX format ]
Gasser, T. and Müller, H. G. (1984). Estimating regression functions and their derivatives
by the kernel method. Scandinavian Journal of Statistics 11: 171-185.
[ Download reference in Refman (RIS) | ProCite (RIS) | EndNote | BibTeX format ]
Gilje, E. (1969). Fitting curves to age-specific fertility rates: some examples. Statistical Review of the Swedish National Central Bureau of Statistics III 7: 118-134.
[ Download reference in Refman (RIS) | ProCite (RIS) | EndNote | BibTeX format ]
Hadwiger, H. (1940). Eine analytische reprodutions-funktion fur biologische Gesamtheiten. Skandinavisk Aktuarietidskrift 23: 101-113.
[ Download reference in Refman (RIS) | ProCite (RIS) | EndNote | BibTeX format ]
Hardle, W. (1990). Applied Non parametric Regression. Cambridge: Cambridge University Press.
[ Download reference in Refman (RIS) | ProCite (RIS) | EndNote | BibTeX format ]
Hardle, W. (1991). Smoothing Techniques with Implementation in S. New-York: Springer-Verlag.
[ Download reference in Refman (RIS) | ProCite (RIS) | EndNote | BibTeX format ]
Herrmann, E. (1997). Local bandwidth choice in kernel regression estimation. Journal of Computational and Graphical Statistics 6(1): 35-54. [ doi:10.2307/1390723 ]
[ Download reference in Refman (RIS) | ProCite (RIS) | EndNote | BibTeX format ]
Hoem, J. M., Madsen, D., Nielsen, J. L., Ohlsen, E., Hansen, H. O., and Rennermalm, B. (1981). Experiments in modelling recent Danish fertility curves. Demography 18: 231-244. [ doi:10.2307/2061095 ]
[ Download reference in Refman (RIS) | ProCite (RIS) | EndNote | BibTeX format ]
Hoem, J. M. (1976). The statistical theory of demographic rates: A review of current denvelopments (with discussion). Scandinavian Journal of Statistics 3: 169-185.
[ Download reference in Refman (RIS) | ProCite (RIS) | EndNote | BibTeX format ]
Kostaki, A. and Peristera, P. (2005). Graduating mortality data using Kernel techniques: Evaluation and comparisons. Journal of Population Research 22(2): 185-197.
[ Download reference in Refman (RIS) | ProCite (RIS) | EndNote | BibTeX format ]
Moguerza, J., Muñoz, A., and Psarakis, S. (2007). Monitoring nonlinear profiles using support vector machines. Lecture Notes in Computer Science 4789: 574-583. [ doi:10.1007/978-3-540-76725-1_60 ]
[ Download reference in Refman (RIS) | ProCite (RIS) | EndNote | BibTeX format ]
Moguerza, J. and Muñoz, A. (2006). Support vector machines with applications. Statistical Science 21(3): 322-336. [ doi:10.1214/088342306000000493 ]
[ Download reference in Refman (RIS) | ProCite (RIS) | EndNote | BibTeX format ]
Muñoz, A. and Moguerza, J. (2005). Building smooth neighbourhood kernels via functional data analysis. Lecture Notes in Computer Science 3697: 631-636. [ doi:10.1007/11550907 ]
[ Download reference in Refman (RIS) | ProCite (RIS) | EndNote | BibTeX format ]
Pearce, N.D. and Wand, M.P. (2006). Penalized Splines and Reproducing Kernel Methods. The American Statistician 60(3): 233-240. [ doi:10.1198/000313006X124541 ]
[ Download reference in Refman (RIS) | ProCite (RIS) | EndNote | BibTeX format ]
Peristera, P. and Kostaki, A. (2007). Modeling fertility in modern populations. Demographic Research 16(6): 141-194.
[ Download reference in Refman (RIS) | ProCite (RIS) | EndNote | BibTeX format ]
Ruppert, D., Sheather, S. J., and Wand, M. P. (1995). An effective bandwidth selector for local least squares regression. Journal of the American Statistical Association 90: 1257-1270. [ doi:10.2307/2291516 ]
[ Download reference in Refman (RIS) | ProCite (RIS) | EndNote | BibTeX format ]
Schmertmann, C. P. (2003). A system of model fertility schedules with graphically intuitive parameters. Demographic Research 9(5): 82-110. [ doi:10.4054/DemRes.2003.9.5 ]
[ Download reference in Refman (RIS) | ProCite (RIS) | EndNote | BibTeX format ]
Schölkopf, B., Smola, A., Williamson, R., and Bartlett, P. (2000). New support vector algorithms. Neural Computation 12: 1207-1245. [ doi:10.1162/089976600300015565 ]
[ Download reference in Refman (RIS) | ProCite (RIS) | EndNote | BibTeX format ]
Tikhonov, A.N. and Arsenin, V.Y. (1977). Solutions of ill-posed problems. John Wiley and Sons.
[ Download reference in Refman (RIS) | ProCite (RIS) | EndNote | BibTeX format ]
US National Centre of Health Statistics (2003). Natality Data set [electronic resource]. Maryland. [ http://www.cdc.gov/nchs/ ]
[ Download reference in Refman (RIS) | ProCite (RIS) | EndNote | BibTeX format ]
Vapnik, V. (1995). The Nature of Statistical Learning Theory. New York: Springer.
[ Download reference in Refman (RIS) | ProCite (RIS) | EndNote | BibTeX format ]