The LOESS Procedure

Akaike, H. (1973). “Information Theory and an Extension of the Maximum Likelihood Principle.” In Proceedings of the Second International Symposium on Information Theory, edited by B. N. Petrov, and F. Csáki, 267–281. Budapest: Akademiai Kiado.

Brinkman, N. D. (1981). “Ethanol Fuel: A Single-Cylinder Engine Study of Efficiency and Exhaust Emissions.” Society of Automotive Engineers Transactions 90:1410–1424.

Cleveland, W. S. (1993). Visualizing Data. Summit, NJ: Hobart Press.

Cleveland, W. S., Devlin, S. J., and Grosse, E. (1988). “Regression by Local Fitting.” Journal of Econometrics 37:87–114.

Cleveland, W. S., and Grosse, E. (1991). “Computational Methods for Local Regression.” Statistics and Computing 1:47–62.

Cleveland, W. S., Grosse, E., and Shyu, M.-J. (1992). “A Package of C and Fortran Routines for Fitting Local Regression Models.” Unpublished manuscript.

Craven, P., and Wahba, G. (1979). “Smoothing Noisy Data with Spline Functions.” Numerical Mathematics 31:377–403.

Gordon, W. J. (1971). “Blending-Function Methods of Bivariate and Multivariate Interpolation and Approximation.” SIAM Journal on Numerical Analysis 8:158–177.

Hastie, T. J., and Tibshirani, R. J. (1990). Generalized Additive Models. New York: Chapman & Hall.

Houghton, A. N., Flannery, J., and Viola, M. V. (1980). “Malignant Melanoma in Connecticut and Denmark.” International Journal of Cancer 25:95–104.

Hurvich, C. M., Simonoff, J. S., and Tsai, C.-L. (1998). “Smoothing Parameter Selection in Nonparametric Regression Using an Improved Akaike Information Criterion.” Journal of the Royal Statistical Society, Series B 60:271–293.

National Institute of Standards and Technology (1998). “Statistical Reference Data Sets.” Accessed June 6, 2011. http://www.itl.nist.gov/div898/strd/general/dataarchive.html.

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.