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Original Articles

Flexible Parsimonious Smoothing and Additive Modeling

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Pages 3-21 | Published online: 23 Mar 2012

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S. A. Billings & H. L. Wei. (2008) An adaptive orthogonal search algorithm for model subset selection and non-linear system identification. International Journal of Control 81:5, pages 714-724.
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Thomas Lee. (2002) On algorithms for ordinary least squares regression spline fitting: A comparative study. Journal of Statistical Computation and Simulation 72:8, pages 647-663.
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Jean-Michel Gries & Davide Verotta. (2000) LINEAR MIXED-EFFECT MULTIVARIATE ADAPTIVE REGRESSION SPLINES APPLIED TO NONLINEAR PHARMACOKINETICS DATA. Journal of Biopharmaceutical Statistics 10:3, pages 383-398.
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Clemens Biller. (2000) Adaptive Bayesian Regression Splines in Semiparametric Generalized Linear Models. Journal of Computational and Graphical Statistics 9:1, pages 122-140.
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A. S. Hurna & K. A. Lindsay. (2000) A new method for nonparametric density estimation. Journal of Nonparametric Statistics 12:2, pages 177-196.
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David Dole. (1999) CoSmo: A Constrained Scatterplot Smoother for Estimating Convex, Monotonic Transformations. Journal of Business & Economic Statistics 17:4, pages 444-455.
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MaryJ. Lindstrom. (1999) Penalized Estimation of Free-Knot Splines. Journal of Computational and Graphical Statistics 8:2, pages 333-352.
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BrianD. Marx & Paul H.C. Eilers. (1999) Generalized Linear Regression on Sampled Signals and Curves: A P-Spline Approach. Technometrics 41:1, pages 1-13.
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Shanggang Zhou & Douglas A. Wolfe. (1999) Localpiecewise linear regression . Journal of Nonparametric Statistics 12:1, pages 63-75.
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Xuming He & Peide Shi. (1998) Monotone B-Spline Smoothing. Journal of the American Statistical Association 93:442, pages 643-650.
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Jean-François Durand & Robert Sabatier. (1997) Additive Splines for Partial Least Squares Regression. Journal of the American Statistical Association 92:440, pages 1546-1554.
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Michael Smith & Robert Kohn. (1997) A Bayesian Approach to Nonparametric Bivariate Regression. Journal of the American Statistical Association 92:440, pages 1522-1535.
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Ja-Yong Koo. (1997) Spline Estimation of Discontinuous Regression Functions. Journal of Computational and Graphical Statistics 6:3, pages 266-284.
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Xuming He. (1997) Quantile Curves without Crossing. The American Statistician 51:2, pages 186-192.
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Zhen Luo & Grace Wahba. (1997) Hybrid Adaptive Splines. Journal of the American Statistical Association 92:437, pages 107-116.
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Lin-An Chen, Tzong- Shi Lee & Wenyaw Chan. (1997) Tensor product polynomial splines. Communications in Statistics - Theory and Methods 26:9, pages 2093-2111.
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Leo Breiman. (1995) Better Subset Regression Using the Nonnegative Garrote. Technometrics 37:4, pages 373-384.
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Yongxiao. Wang & Jeremy m. G. Taylor. (1995) Flexible methods for analysing longitudinal data using piecewise cubic polynomials. Journal of Statistical Computation and Simulation 52:2, pages 133-150.
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Trevor Hastie, Robert Tibshirani & Andreas Buja. (1994) Flexible Discriminant Analysis by Optimal Scoring. Journal of the American Statistical Association 89:428, pages 1255-1270.
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Ja-Yong Koo & Youngjo Lee. (1994) Bivariate B-splines in generalised linear models. Journal of Statistical Computation and Simulation 50:1-2, pages 119-129.
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Heping Zhang. (1994) Maximal Correlation and Adaptive Splines. Technometrics 36:2, pages 196-201.
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John Cologne & Richard Sposto. (1994) Smooth piecewise linear regression splines with hyperbolic covariates. Journal of Applied Statistics 21:4, pages 221-233.
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B. D. Ripley. (1994) Neural networks and flexible regression and discrimination. Journal of Applied Statistics 21:1-2, pages 39-57.
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Xuming He & Peide Shi. (1994) Convergence rate of b-spline estimators of nonparametric conditional quantile functions . Journal of Nonparametric Statistics 3:3-4, pages 299-308.
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Peide Shi & Li Guoying. (1994) On the rates of convergence of “minimum l1-norm” estimates in a partly linear model. Communications in Statistics - Theory and Methods 23:1, pages 175-196.
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R. Dennis Cook. (1993) Exploring Partial Residual Plots. Technometrics 35:4, pages 351-362.
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Charles Kooperberg & CharlesJ. Stone. (1992) Logspline Density Estimation for Censored Data. Journal of Computational and Graphical Statistics 1:4, pages 301-328.
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LynnA. Sleeper & DavidP. Harrington. (1990) Regression Splines in the Cox Model with Application to Covariate Effects in Liver Disease. Journal of the American Statistical Association 85:412, pages 941-949.
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Norman R. Draper. (1990) Applied regression analysis bibliography update 1988-89. Communications in Statistics - Theory and Methods 19:4, pages 1205-1229.
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