Arkopal Choudhury

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All published works

Action	Title	Year	Authors
+	Missing Data Imputation for Classification Problems	2020	Arkopal Choudhury Michael R. Kosorok
+	Discussion of Laber et al. "Optimal treatment allocations in space and time for on-line control of an emerging infectious disease".	2018	Michael T. Lawson Hunyong Cho Arkopal Choudhury Yifan Cui Xiaotong Jiang Teeranan Pokaprakarn Michael R. Kosorok
+ PDF Chat	A Computational Framework for Multivariate Convex Regression and Its Variants	2018	Rahul Mazumder Arkopal Choudhury Garud Iyengar Bodhisattva Sen
+	A Master Pipeline for Discovery and Validation of Biomarkers	2016	Sebastian J. Teran Hidalgo Michael T. Lawson Daniel J. Luckett Monica Chaudhari Jingxiang Chen Arkopal Choudhury Arianna Di Florio Xiaotong Jiang Crystal Nguyen Michael R. Kosorok
+	A Computational Framework for Multivariate Convex Regression and its Variants	2015	Rahul Mazumder Arkopal Choudhury Garud Iyengar Bodhisattva Sen

Common Coauthors

Coauthor	Papers Together
Michael R. Kosorok	3
Garud Iyengar	2
Rahul Mazumder	2
Bodhisattva Sen	2
Xiaotong Jiang	2
Michael T. Lawson	2
Arianna Di Florio	1
Sebastian J. Teran Hidalgo	1
Yifan Cui	1
Hunyong Cho	1
Jingxiang Chen	1
Daniel J. Luckett	1
Crystal Nguyen	1
Teeranan Pokaprakarn	1
Monica Chaudhari	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	The Elements of Statistical Learning	2001	Trevor Hastie J. Friedman Robert Tibshirani	3
+	Consistency of Multidimensional Convex Regression	2012	Eunji Lim Peter W. Glynn	2
+	On Convergence Rates of Convex Regression in Multiple Dimensions	2014	Eunji Lim	2
+ PDF Chat	Estimating a Convex Function in Nonparametric Regression	2006	Mélanie Birke Holger Dette	2
+ PDF Chat	An Empirical Distribution Function for Sampling with Incomplete Information	1955	Miriam Ayer H. D. Brunk George M. Ewing Willam T. Reid Edward Silverman	2
+	Applications of empirical process theory	2000	Sara A. van de Geer	2
+	Nonparametric Kernel Regression with Multiple Predictors and Multiple Shape Constraints	2013	Pang Du Christopher F. Parmeter Jeffrey S. Racine	2
+ PDF Chat	Smooth minimization of non-smooth functions	2004	Yu. Nesterov	2
+ PDF Chat	Consistent estimation of a convex density at the origin	2007	Fadoua Balabdaoui	2
+	Estimating a Smooth Monotone Regression Function	1991	Enno Mammen	2
+ PDF Chat	Representation theorem for convex nonparametric least squares	2008	Timo Kuosmanen	2
+	Nonparametric Regression Techniques in Economics	1998	Adonis Yatchew	2
+ PDF Chat	Nonparametric least squares estimation of a multivariate convex regression function	2011	Emilio Seijo Bodhisattva Sen	2
+ PDF Chat	Maximum Likelihood Estimates of Monotone Parameters	1955	H. D. Brunk	2
+ PDF Chat	Nonparametric estimation of multivariate convex-transformed densities	2010	Arseni Seregin Jon A. Wellner	2
+ PDF Chat	On the linear convergence of the alternating direction method of multipliers	2016	Mingyi Hong Zhi‐Quan Luo	2
+ PDF Chat	Maximum Likelihood Estimation of a Multi-Dimensional Log-Concave Density	2010	Madeleine Cule Richard J. Samworth Michael Stewart	2
+	On uniform consistent estimators for convex regression	2011	Néstor E. Aguilera Liliana Forzani Pedro Morín	2
+	Multivariate convex regression with adaptive partitioning	2013	Lauren A. Hannah David B. Dunson	2
+ PDF Chat	What are biomarkers?	2010	Kyle Strimbu Jorge A. Tavel	1
+	Geometric diffusions as a tool for harmonic analysis and structure definition of data: Diffusion maps	2005	Ronald R. Coifman Stéphane Lafon A. B. Lee Mauro Maggioni Boaz Nadler Frederick Warner Steven W. Zucker	1
+ PDF Chat	Joint Variable Selection for Fixed and Random Effects in Linear Mixed‐Effects Models	2010	Howard D. Bondell Arun Krishna Sujit K. Ghosh	1
+	?-Entropy of convex sets and functions	1977	E. M. Bronshteîn	1
+	Nearest neighbor selection for iteratively kNN imputation	2012	Shichao Zhang	1
+	Formalizing Subjective Notions about the Effect of Nonrespondents in Sample Surveys	1977	Donald B. Rubin	1
+	An Interpretation for the ROC Curve and Inference Using GLM Procedures	2000	Margaret S. Pepe	1
+	Surrogate End Points in Clinical Trials: Are We Being Misled?	1996	Thomas R. Fleming	1
+ PDF Chat	Estimating Individualized Treatment Rules Using Outcome Weighted Learning	2012	Ying‐Qi Zhao Donglin Zeng A. John Rush Michael R. Kosorok	1
+	Control problems of grey systems	1982	Deng Julong	1
+ PDF Chat	Monotone Nonparametric Regression	1988	Hari Mukerjee	1
+ PDF Chat	Interaction Trees: Exploring the Differential Effects of an Intervention Programme for Breast Cancer Survivors	2011	Xiaogang Su Karen Meneses Patrick McNees Wesley O. Johnson	1
+	Biclustering via Sparse Singular Value Decomposition	2010	Mihee Lee Haipeng Shen Jianhua Z. Huang J. S. Marron	1
+	Weighted empirical likelihood inference for the area under the ROC curve	2013	Michał Chrzanowski	1
+	Clinical Trial Designs for Predictive Marker Validation in Cancer Treatment Trials	2005	Daniel J. Sargent Barbara A. Conley Carmen J. Allegra Laurence Collette	1
+ PDF Chat	G-estimation of Causal Effects: Isolated Systolic Hypertension and Cardiovascular Death in the Framingham Heart Study	1998	J. C. M. Witteman Ralph B. D’Agostino Theo Stijnen William B. Kannel Johanna Cobb Maria de Ridder Albert Hofman James M. Robins	1
+ PDF Chat	Reinforcement Learning Strategies for Clinical Trials in Nonsmall Cell Lung Cancer	2011	Yufan Zhao Donglin Zeng Mark A. Socinski Michael R. Kosorok	1
+	Testing for Qualitative Interactions between Treatment Effects and Patient Subsets	1985	Mitchell H. Gail Richard Simon	1
+	Flexible mutlivariate imputation by MICE	1999	Stef van Buuren Catharina G. M. Groothuis‐Oudshoorn	1
+ PDF Chat	Latent Subgroup Analysis of a Randomized Clinical Trial through a Semiparametric Accelerated Failure Time Mixture Model	2013	Lily L. Altstein Gang Li	1
+ PDF Chat	Semiparametric Receiver Operating Characteristic Analysis to Evaluate Biomarkers for Disease	2002	Tianxi Cai Margaret S. Pepe	1
+ PDF Chat	Latent Supervised Learning	2013	Susan Wei Michael R. Kosorok	1
+	A finite algorithm for finding the projection of a point onto the canonical simplex of ? n	1986	Christian Michelot	1
+ PDF Chat	Pathwise coordinate optimization	2007	Jerome H. Friedman Trevor Hastie Holger Höfling Robert Tibshirani	1
+ PDF Chat	A Robust Method for Estimating Optimal Treatment Regimes	2012	Baqun Zhang Anastasios A. Tsiatis Eric B. Laber Marie Davidian	1
+ PDF Chat	Assessing Treatment‐Selection Markers using a Potential Outcomes Framework	2012	Ying Huang Peter B. Gilbert Holly Janes	1
+ PDF Chat	Fixed and Random Effects Selection in Mixed Effects Models	2010	Joseph G. Ibrahim Hongtu Zhu Ramon I. Garcia Ruixin Guo	1
+ PDF Chat	A parallel method for large scale convex regression problems	2014	Necdet Serhat Aybat Zi Wang	1
+	A new approach to causal inference in mortality studies with a sustained exposure period—application to control of the healthy worker survivor effect	1986	James M. Robins	1
+	Generating random correlation matrices based on partial correlations	2005	Harry Joe	1
+ PDF Chat	Clinical Trial Designs for Predictive Biomarker Validation: One Size Does Not Fit All	2009	Sumithra J. Mandrekar Daniel J. Sargent	1