Chen‐Yen Lin

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All published works

Action	Title	Year	Authors
+	Reweighting estimators to extend the external validity of clinical trials: methodological considerations	2023	Eloise Kaizar Chen‐Yen Lin Douglas E. Faries Joseph A. Johnston
+	On the design and the analysis of stratified biomarker trials in the presence of measurement error	2021	Susan Halabi Chen‐Yen Lin Aiyi Liu
+	A comparison of reweighting estimators of average treatment effects in real world populations	2021	Chen‐Yen Lin Eloise Kaizar Douglas E. Faries Joseph A. Johnston
+ PDF Chat	A simple method for deriving the confidence regions for the penalized Cox’s model via the minimand perturbation	2016	Chen‐Yen Lin Susan Halabi
+ PDF Chat	Variable selection for non‐parametric quantile regression via smoothing spline analysis of variance	2013	Chen‐Yen Lin Howard D. Bondell Hao Helen Zhang Hui Zou
+ PDF Chat	Prostate-Specific Antigen Changes As Surrogate for Overall Survival in Men With Metastatic Castration-Resistant Prostate Cancer Treated With Second-Line Chemotherapy	2013	Susan Halabi Andrew J. Armstrong Oliver Sartor Johann S. de Bono Ellen B. Kaplan Chen‐Yen Lin Nicole Solomon Eric J. Small
+ PDF Chat	On model specification and selection of the Cox proportional hazards model	2013	Chen‐Yen Lin Susan Halabi
+	Some Recent Developments in Parametric and Nonparametric Regression Models.	2012	Chen‐Yen Lin
+	cosso: Fit Regularized Nonparametric Regression Models Using COSSO Penalty	2010	Hao Helen Zhang Chen‐Yen Lin

Common Coauthors

Coauthor	Papers Together
Susan Halabi	4
Douglas E. Faries	2
Joseph A. Johnston	2
Hao Helen Zhang	2
Eloise Kaizar	2
Oliver Sartor	1
Aiyi Liu	1
Hui Zou	1
Eric J. Small	1
Ellen B. Kaplan	1
Nicole Solomon	1
Andrew J. Armstrong	1
Howard D. Bondell	1
Johann S. de Bono	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	The Adaptive Lasso and Its Oracle Properties	2006	Hui Zou	4
+ PDF Chat	Nonparametric Independence Screening in Sparse Ultra-High-Dimensional Additive Models	2011	Jianqing Fan Yang Feng Rui Song	3
+ PDF Chat	Component selection and smoothing in multivariate nonparametric regression	2006	Yi Lin Hao Helen Zhang	3
+	Regression Shrinkage and Selection Via the Lasso	1996	Robert Tibshirani	3
+ PDF Chat	Generalizing Evidence from Randomized Trials Using Inverse Probability of Sampling Weights	2018	Ashley Buchanan Michael G. Hudgens Stephen R. Cole Katie R. Mollan Paul E. Sax Eric S. Daar Adaora A. Adimora Joseph J. Eron Michael J. Mugavero	2
+ PDF Chat	Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies	2011	Jens Hainmueller	2
+	Smoothing Spline ANOVA Models	2002	Chong Gu	2
+ PDF Chat	Variable Selection for Cox's proportional Hazards Model and Frailty Model	2002	Jianqing Fan Runze Li	2
+	THE LASSO METHOD FOR VARIABLE SELECTION IN THE COX MODEL	1997	Robert Tibshirani	2
+ PDF Chat	Adaptive Lasso for Cox's proportional hazards model	2007	Hao Helen Zhang Wenlian Lu	2
+	Regularized simultaneous model selection in multiple quantiles regression	2008	Hui Zou Ming Yuan	2
+	A Selective Overview of Variable Selection in High Dimensional Feature Space.	2010	Jianqing Fan Jinchi Lv	2
+ PDF Chat	Transportability of Trial Results Using Inverse Odds of Sampling Weights	2017	Daniel Westreich Jessie K. Edwards Catherine R. Lesko Elizabeth A. Stuart Stephen R. Cole	2
+ PDF Chat	Extending inferences from a randomized trial to a new target population	2020	Issa J Dahabreh Sarah E. Robertson Jon A. Steingrimsson Elizabeth A. Stuart Miguel A. Hernán	2
+	On the adaptive elastic-net with a diverging number of parameters	2009	Hui Zou Hao Helen Zhang	2
+ PDF Chat	VARIABLE SELECTION IN QUANTILE REGRESSION	2009	Yichao Wu Yufeng Liu	2
+	How Generalizable Is Your Experiment? An Index for Comparing Experimental Samples and Populations	2014	Elizabeth Tipton	2
+ PDF Chat	High-dimensional additive modeling	2009	Lukas Meier Sara van de Geer Peter Bühlmann	2
+ PDF Chat	Quantile smoothing splines	1994	Roger Koenker Pin Ng Stephen Portnoy	2
+	<i>L</i><sub>1</sub>-Norm Quantile Regression	2008	Youjuan Li Ji Zhu	2
+ PDF Chat	Generalizing Evidence From Randomized Clinical Trials to Target Populations: The ACTG 320 Trial	2010	S. R. Cole Elizabeth A. Stuart	2
+	Spline Models for Observational Data.	1991	Hans‐Georg Müller Grace Wahba	2
+ PDF Chat	Composite quantile regression and the oracle model selection theory	2008	Hui Zou Ming Yuan	2
+	Generalized additive models for medical research	1995	Trevor Hastie Robert Tibshirani	2
+ PDF Chat	Estimating the Dimension of a Model	1978	Gideon Schwarz	2
+ PDF Chat	Improving propensity score weighting using machine learning	2009	Brian K. Lee Justin Lessler Elizabeth A. Stuart	2
+	The Role of Sampling Weights When Modeling Survey Data	1993	Danny Pfeffermann	2
+	Quantile splines with several covariates	1999	Xuming He Pin Ng	2
+ PDF Chat	Propensity score estimation: neural networks, support vector machines, decision trees (CART), and meta-classifiers as alternatives to logistic regression	2010	Daniel Westreich Justin Lessler Michele Jönsson Funk	2
+	On Two Approaches to Weighting in Causal Inference	2017	David A. Hirshberg José R. Zubizarreta	2
+ PDF Chat	Weight Trimming and Propensity Score Weighting	2011	Brian K. Lee Justin Lessler Elizabeth A. Stuart	2
+	Improving Generalizations From Experiments Using Propensity Score Subclassification	2012	Elizabeth Tipton	2
+	A convergent algorithm for quantile regression with smoothing splines	1995	Ronald J. Bosch Yinyu Ye George Woodworth	2
+	Estimation of Regression Coefficients When Some Regressors are not Always Observed	1994	James M. Robins Andrea Rotnitzky Lue Ping Zhao	2
+	Using Sample Survey Weights in Multiple Regression Analyses of Stratified Samples	1983	William DuMouchel Greg J. Duncan	2
+	Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties	2001	Jianqing Fan Runze Li	2
+	Bayesian Nonparametric Modeling for Causal Inference	2010	Jennifer Hill	2
+	Some results on Tchebycheffian spline functions	1971	George Kimeldorf Grace Wahba	2
+ PDF Chat	Variable selection in nonparametric additive models	2010	Jian Huang Joël L. Horowitz Fengrong Wei	2
+	STRUCTURAL MULTIVARIATE FUNCTION ESTIMATION: SOME AUTOMATIC DENSITY AND HAZARD ESTIMATES	1998	Chong Gu	2
+	Propensity Score Estimation With Boosted Regression for Evaluating Causal Effects in Observational Studies.	2004	Daniel F. McCaffrey Greg Ridgeway Andrew R. Morral	2
+	Regression quantiles and trimmed least squares estimator in the nonlinear regression model	1988	Bohumír Procházka	2
+	Principled sure independence screening for Cox models with ultra-high-dimensional covariates	2011	Sihai Dave Zhao Yi Li	2
+	GACV for quantile smoothing splines	2004	Ming Yuan	2
+ PDF Chat	Covariate Balancing Propensity Score	2013	Kosuke Imai Marc Ratkovic	2
+ PDF Chat	The central role of the propensity score in observational studies for causal effects	1983	Paul R. Rosenbaum Donald B. Rubin	2
+	Model-Based Direct Adjustment	1987	Paul R. Rosenbaum	2
+ PDF Chat	Bivariate Quantile Smoothing Splines	1998	Xuming He Pin Ng Stephen Portnoy	2
+ PDF Chat	The Use of Propensity Scores to Assess the Generalizability of Results from Randomized Trials	2010	Elizabeth A. Stuart Stephen R. Cole Catherine P. Bradshaw Philip J. Leaf	2
+ PDF Chat	Penalized log-likelihood estimation for partly linear transformation models with current status data	2005	Shuangge Ma Michael R. Kosorok	1