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Original Articles

Estimating penalized spline regressions: theory and application to economics

Pages 1831-1835 | Published online: 02 Apr 2008

References

  • Bohn , H. 1998 . The behaviour of US public Debt and deficits . Quarterly Journal of Economics , 113 : 949 – 63 .
  • Hastie , T. J. and Tibshirani , R. J. 1990 . Generalized Additive Models , London : Chapman and Hall .
  • Reinsch , C. H. 1967 . Smoothing by spline functions . Numerische Mathematik , 10 : 177 – 83 .
  • Ruppert , R. , Wand , M. P. and Carroll , R. J. 2003 . Semiparametric Regression , Cambridge : Cambridge University Press .
  • Wood , S. N. 2000 . Modelling and smoothing parameter estimation with multiple quadratic penalties . Journal of the Royal Statistical Society Series B , 62 : 413 – 28 .
  • Wood , S. N. 2001 . mgcv: GAM's and generalized ridge regression for R . R News , 1/2 : 20 – 5 .
  • Wood, S. N. and Augustin, N. H. (2002) GAMs with integrated model selection using penalized regression splines and applications to environmental modelling, Working paper, University of Bath (a slightly different version is published in Ecological Modelling , 157, 157–77). http://www.maths.bath.ac.uk/∼sw283/simon/papers/wagam.pdf

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