Berwin A. Turlach

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All published works

Action	Title	Year	Authors
+ PDF Chat	Optimal non-negative forecast reconciliation	2020	Shanika L. Wickramasuriya Berwin A. Turlach Rob Hyndman
+	Flexible regression modelling under shape constraints	2020	Andrew A. Manderson Kevin Murray Berwin A. Turlach
+	Functions to Fit Monotone Polynomials [R package MonoPoly version 0.3-10]	2019	Berwin A. Turlach
+ PDF Chat	A flexible sequential Monte Carlo algorithm for parametric constrained regression	2019	Kenyon Ng Berwin A. Turlach Kevin Murray
+	Edge selection for undirected graphs	2018	Meng Hwee Victor Ong Sanjay Chaudhuri Berwin A. Turlach
+	A general approach to generate random variates for multivariate copulae	2018	Nader Tajvidi Berwin A. Turlach
+	Fitting monotone polynomials in mixed effects models	2017	Joshua J. Bon Kevin Murray Berwin A. Turlach
+ PDF Chat	Monotone polynomials using BUGS and Stan	2017	Andrew A. Manderson Edward Cripps Kevin Murray Berwin A. Turlach
+ PDF Chat	Reducing Bruzzi’s Formula to Remove Instability in the Estimation of Population Attributable Fraction for Health Outcomes	2017	Matthew Tuson Berwin A. Turlach Alistair Vickery David Whyatt
+ PDF Chat	Constructing longitudinal disease progression curves using sparse, short‐term individual data with an application to Alzheimer's disease	2017	Charley A. Budgeon Kevin Murray Berwin A. Turlach Susan Baker Victor L. Villemagne Samantha Burnham
+	Spline Smoothing	2016	Berwin A. Turlach
+	Fast and flexible methods for monotone polynomial fitting	2016	Kevin Murray Samuel Müller Berwin A. Turlach
+	Functions to Fit Monotone Polynomials	2015	Berwin A. Turlach
+	Quadratic programming	2015	Berwin A. Turlach Stephen J. Wright
+	Spline Smoothing	2014	Berwin A. Turlach
+	MonoPoly: Functions to Fit Monotone Polynomials	2013	Berwin A. Turlach
+	Revisiting fitting monotone polynomials to data	2012	Kevin Murray Samuel Müller Berwin A. Turlach
+	Semiparametric regression with shape-constrained penalized splines	2011	Martin L. Hazelton Berwin A. Turlach
+	A Homotopy Algorithm for the Quantile Regression Lasso and Related Piecewise Linear Problems	2011	M. R. Osborne Berwin A. Turlach
+	Semiparametric Density Deconvolution	2009	Martin L. Hazelton Berwin A. Turlach
+ PDF Chat	Nonparametric density deconvolution by weighted kernel estimators	2008	Martin L. Hazelton Berwin A. Turlach
+	Book Review: Computational statistics	2006	Berwin A. Turlach
+	Reweighted kernel density estimation	2006	Martin L. Hazelton Berwin A. Turlach
+	Simultaneous Variable Selection	2005	Berwin A. Turlach W. N. Venables Stephen J. Wright
+	Shape constrained smoothing using smoothing splines	2005	Berwin A. Turlach
+	Spline Smoothing	2005	Berwin A. Turlach
+	An even faster algorithm for ridge regression of reduced rank data	2004	Berwin A. Turlach
+	DISCUSSION OF "LEAST ANGLE REGRESSION" BY EFRON ET AL.	2004	Berwin A. Turlach
+ PDF Chat	A General Projection Framework for Constrained Smoothing	2001	Enno Mammen J. S. Marron Berwin A. Turlach M. P. Wand
+	Reducing Bias Without Prejudicing Sign	2000	Peter Hall Brett Presnell Berwin A. Turlach
+ PDF Chat	Additive and Generalized Additive Models	2000	Michael G. Schimek Berwin A. Turlach
+	A new approach to variable selection in least squares problems	2000	M. R. Osborne Brett Presnell Berwin A. Turlach
+	On the LASSO and Its Dual	2000	M. R. Osborne Brett Presnell Berwin A. Turlach
+	On the LASSO and its Dual	2000	M. R. Osborne Brett Presnell Berwin A. Turlach
+	A parallel solver for generalised additive models	1999	Markus Hegland Ian McIntosh Berwin A. Turlach
+ PDF Chat	High-derivative parametric enhancements of nonparametric curve estimators	1999	Ming‐Yen Cheng Peter Hall Berwin A. Turlach
+	Reducing bias in curve estimation by use of weights	1999	Peter Hall Berwin A. Turlach
+	A General Framework for Constrained Smoothing	1998	Enno Mammen J. S. Marron Berwin A. Turlach M. P. Wand
+	Miscellanea. A note on design transformation and binning in nonparametric curve estimation	1998	Peter A. Hall Byeong U. Park Berwin A. Turlach
+	Fast Computation of Auxiliary Quantities in Local Polynomial Regression	1998	Berwin A. Turlach M. P. Wand
+	Additive and generalized additive models: A survey	1998	Michael G. Schimek Berwin A. Turlach
+ PDF Chat	Interpolation methods for nonlinear wavelet regression with irregularly spaced design	1997	Peter Hall Berwin A. Turlach
+ PDF Chat	Note on convergence rates of semiparametric estimators of dependence index	1997	Peter Hall Hira L. Koul Berwin A. Turlach
+	On the Estimation of a Convex Set From Noisy Data on Its Support Function	1997	N. I. Fisher Peter Hall Berwin A. Turlach G. S. Watson
+	On Local Polynomial Smoothers and Their Competitors	1997	Peter A. Hall Berwin A. Turlach
+	Enhancing convolution and interpolation methods for nonparametric regression	1997	Peter A. Hall Berwin A. Turlach
+	Fast implementation of density-weighted average derivative estimation	1995	Berwin A. Turlach
+	Generalized Linear Models	1995	Joseph M. Hilbe Berwin A. Turlach
+	Additive Modeling	1995	Thomas Kötter Berwin A. Turlach
+	Semiparametric Approaches to Dimension Reduction	1993	Wolfgang Karl Härdle Berwin A. Turlach
+	Nonparametric Approaches to Generalized Linear Models	1992	Wolfgang Karl Härdle Berwin A. Turlach

Common Coauthors

Coauthor	Papers Together
Kevin Murray	7
Martin L. Hazelton	4
Peter Hall	4
Brett Presnell	4
M. R. Osborne	4
M. P. Wand	3
Peter A. Hall	3
Samuel Müller	2
Andrew A. Manderson	2
Michael G. Schimek	2
Stephen J. Wright	2
Enno Mammen	2
Wolfgang Karl Härdle	2
Hira L. Koul	1
Alistair Vickery	1
W. N. Venables	1
Joshua J. Bon	1
Byeong U. Park	1
Matthew Tuson	1
J. S. Marron	1
Kenyon Ng	1
Victor L. Villemagne	1
J. S. Marron	1
Charley A. Budgeon	1
Edward Cripps	1
Samantha Burnham	1
Susan Baker	1
Peter Hall	1
Joseph M. Hilbe	1
Sanjay Chaudhuri	1
G. S. Watson	1
Shanika L. Wickramasuriya	1
Markus Hegland	1
Rob Hyndman	1
Ming‐Yen Cheng	1
Ian McIntosh	1
David Whyatt	1
Nader Tajvidi	1
Peter Hall	1
Meng Hwee Victor Ong	1
N. I. Fisher	1
Thomas Kötter	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Estimating Smooth Monotone Functions	1998	J. O. Ramsay	11
+	Smoothing Methods in Statistics	1996	Jeffrey S. Simonoff	7
+	Applied Smoothing Techniques for Data Analysis	1997	Adrian Bowman Adelchi Azzalini	7
+	Fitting Monotonic Polynomials to Data	1994	Douglas M. Hawkins	7
+	Regression Shrinkage and Selection Via the Lasso	1996	Robert Tibshirani	7
+	A target distribution model for nonparametric density estimation	1983	C.D. Elphinstone	6
+	Multivariate Density Estimation	1992	David W. Scott	6
+ PDF Chat	Monotone Regression Splines in Action	1988	J. O. Ramsay	6
+ PDF Chat	Smoothing Methods in Statistics	1997	Brian S. Yandell Jeffrey S. Simonoff	6
+	A numerically stable dual method for solving strictly convex quadratic programs	1983	Donald Goldfarb A. Idnani	6
+	Revisiting fitting monotone polynomials to data	2012	Kevin Murray Samuel Müller Berwin A. Turlach	6
+	A new approach to variable selection in least squares problems	2000	M. R. Osborne Brett Presnell Berwin A. Turlach	6
+ PDF Chat	A General Projection Framework for Constrained Smoothing	2001	Enno Mammen J. S. Marron Berwin A. Turlach M. P. Wand	6
+ PDF Chat	Nonparametric Regression Analysis of Longitudinal Data	1990	R. L. Eubank Hans‐Georg Müller Hans‐Georg Müller	6
+	Fast and flexible methods for monotone polynomial fitting	2016	Kevin Murray Samuel Müller Berwin A. Turlach	6
+	Monotone Smoothing with Application to Dose-Response Curves and the Assessment of Synergism	1990	Colleen Kelly John Rice	5
+ PDF Chat	The Monotone Smoothing of Scatterplots	1984	Jerome H. Friedman Robert Tibshirani	5
+ PDF Chat	Flexible smoothing with B-splines and penalties	1996	Paul H.C. Eilers Brian D. Marx	5
+	Nonparametric Regression and Spline Smoothing	1999	R. L. Eubank	5
+	On Linear Restricted and Interval Least-Squares Problems	1988	D. I. Clark M. R. Osborne	4
+	Smoothing and Regression	2000	Michael G. Schimek	4
+	Penalized regression with model‐based penalties	2000	Nancy Heckman J. O. Ramsay	4
+ PDF Chat	Fast Implementations of Nonparametric Curve Estimators	1994	Jianqing Fan J. S. Marron	4
+ PDF Chat	Local Regression: Automatic Kernel Carpentry	1993	Trevor Hastie Clive Loader	4
+ PDF Chat	Polynomial splines and their tensor products in extended linear modeling: 1994 Wald memorial lecture	1997	Charles J. Stone Mark Hansen Charles Kooperberg Young K. Truong	4
+	Semiparametric regression with shape-constrained penalized splines	2011	Martin L. Hazelton Berwin A. Turlach	4
+	Density Estimation for Statistics and Data Analysis	1400		4
+ PDF Chat	Exact Mean Integrated Squared Error	1992	J. S. Marron M. P. Wand	4
+	Smoothing by spline functions. II	1971	C. Reinsch	4
+	Kernel estimation of regression functions	1979	Théo Gasser Hans‐Georg Müller	4
+	Dual and primal-dual methods for solving strictly convex quadratic programs	1982	Donald Goldfarb A. Idnani	4
+	Shape constrained smoothing using smoothing splines	2005	Berwin A. Turlach	4
+ PDF Chat	Modelling and Smoothing Parameter Estimation With Multiple Quadratic Penalties	2000	Simon N. Wood	4
+ PDF Chat	Choosing a Kernel Regression Estimator	1991	C. K. Chu J. S. Marron	4
+	Smoothing noisy data with spline functions	1985	Michael F. Hutchinson F. R. de Hoog	4
+	Theory & Methods: Spatially‐adaptive Penalties for Spline Fitting	2000	David Ruppert Raymond J. Carroll	4
+	Selecting the Number of Knots for Penalized Splines	2002	David Ruppert	4
+ PDF Chat	Local Linear Regression Smoothers and Their Minimax Efficiencies	1993	Jianqing Fan	4
+ PDF Chat	Projection Pursuit Regression	1981	Jerome H. Friedman Werner Stuetzle	4
+	Smoothing noisy data under monotonicity constraints existence, characterization and convergence rates	1985	Florencio I. Utreras	4
+	Estimating Optimal Transformations for Multiple Regression and Correlation	1985	Leo Breiman Jerome H. Friedman	4
+ PDF Chat	Linear Smoothers and Additive Models	1989	Andreas Buja Trevor Hastie Robert Tibshirani	4
+	Numerical Methods: Algorithms and Applications	2002	Laurene V. Fausett	3
+	Versions of Kernel-Type Regression Estimators	1994	M. C. Jones S. J. Davies Byeong U. Park	3
+ PDF Chat	Additive Regression and Other Nonparametric Models	1985	Charles J. Stone	3
+ PDF Chat	Isotonic smoothing splines under sequential designs	1994	Chim Tantiyaswasdikul Michael Woodroofe	3
+	Finite Algorithms in Optimization and Data Analysis	1987	Robin B. Lake M. R. Osborne	3
+	Multivariate Spline Regression	2000	Chong Gu	3
+ PDF Chat	Least angle regression	2004	Bradley Efron Trevor Hastie Iain M. Johnstone Robert Tibshirani	3
+	Solving Least Squares Problems	1995	C. L. Lawson Richard Hanson	3