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Nonparametric Smoothers

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Cleveland et al. (1988). Regression By Local Fitting

Cleveland, W. S., Devlin, S. J., and Grosse, E. (1988). Regression by local fitting methods, properties, and computational algorithms. Journal of Econometrics, 37:87-114.

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Downer (2001). Smoothing and Disease Rates

Downer, R. G. (2001). Testing for elevated disease rates using smoothed estimates. Statistics in Medicine, 20:917-933.

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Downer/Hamilton (2000). Penalized Multinomial Approach

Downer, R. G. and Hamilton, D. C. (2000). A penalized multinomial approach to smoothed estimation of disease incidence. Biometrical Journal, 42(4):395-415.

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Kafadar (1994). Two-Dimensional Smoother Choices

Kafadar, K. (1994). Choosing among two-dimensional smoothers in practice. Computational Statistics and Data Analysis, 18:419-439.

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Kafadar (1996). Smoothing Disease Rates

Kafadar, K. (1996). Smoothing geographical data, particularly rates of disease. Statistics in Medicine, 15:2539-3560.

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Kafadar (1997). Smoothing & Prostate Cancer

Kafadar, K. (1997). Geographic trends in prostate cancer mortality: An application of spatial smoothers and the need for adjustment. Ann Epidemiol, 7:35-45.

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Kafadar (1999). Smoothing and Adjusting Mortality Rates

Kafadar, K. (1999). Simultaneous smoothing and adjusting mortality rates in U.S. counties: Melanoma in white females and white males. Statistics in Medicine, 18:3167-3188.

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Kelsall/Diggle (1998). Nonparametric Binary Regression

Kelsall, J. E. and Diggle, P. J. (1998). Spatial variation in risk of disease: A nonparametric binary regression approach. Applied Statistics, 47(4):559-573.

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Lawson et al (2000). Evaluation: Disease Mapping Models

Lawson, A. B., Biggeri, A. B., Boehnin, D., Lesaffre, E., Viel, J.-F., Clark, A., Schlattmann, P., and Divino, F. (2000). Disease mapping models: An empirical evaluation. Statistics in Medicine, 19:2217-2241.

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Rushton et al (2004). Colorectal Cancer in Iowa

Rushton, G., Peleg, I., Banerjee, A., Smith, G. and West, M. (2004). Analyzing geographic patterns of disease incidence: Rates of late-stage colorectal cancer in Iowa, Journal of Medical Systems 28, 223(319).

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Shen/Louis (1999). Smoothing By Roughening Approach

Shen, W. and Louis, T. A. (1999). Empirical Bayes estimation via the smoothing by roughening approach. Journal of Computational and Graphical Statistics, 8(4):800-823.

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Shen/Louis (2000). Triple-Goal Estimates

Shen, W. and Louis, T. A. (2000). Triple-goal estimates for disease mapping. Statistics in Medicine, 19:2295-2308.

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Williamson et al (1998). Bandwidths in Kernel Estimation

Williamson, D., McLafferty, S., Goldsmith, V., McGuire, P., and Mollenkopf, J. (1998). Smoothing crime incident data: New methods for determining the bandwidth in kernel estimation. ESRI User Conference 1998.

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