Cook's distance in spline smoothing

Statistics and Probability Letters

Volumn 31, Issue 2, 1996, Pages 139-144

  Kim, Choongrak ^a  

^a Pusan National University   (South Korea)

Author keywords

Cook's distance; Cross validation; Influential observation; Leverage; Masking effect; Studentized residual

Indexed keywords

EID: 0030590925     PISSN: 01677152     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-7152(96)00025-9     Document Type: Article

References (7)

1. Cook, R.D. (1977), Detection of influential observations in linear regression, Technometrics 19, 15-18.
2. Craven, P. and G. Wahba (1979), Smoothing noisy data with spline functions: estimating the correct degree of smoothing by the method of generalized cross-validation, Numer. Math. 31, 377-403.
3. Eubank, R.L. (1985), Diagnostics for smoothing splines, J. Roy. Statist. Soc. Ser. B 47, 332-341.
4. Eubank, R.L. (1988), Spline Smoothing and Nonparametric Regression (Marcel Dekker, New York).
5. Silverman, B.W. (1985), Some aspects of the spline smoothing approach to non-parametric regression curve fitting (with discussion), J. Roy. Statist. Soc. Ser. B 47, 1-52.
6. Wahba, G. (1990), Spline models in Statistics (Philadelphia, SIAM).
7. Wegman, E.J. and I.W. Wright (1983), Splines in statistics, J. Amer. Statist. Assoc. 78, 351-365.