Yair Goldberg

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All published works

Action	Title	Year	Authors
+ PDF Chat	Silent Abandonment in Text-Based Contact Centers: Identifying, Quantifying, and Mitigating its Operational Impacts	2025	Antonio Castellanos Galit B. Yom‐Tov Yair Goldberg J. Park
+ PDF Chat	A zero-estimator approach for estimating the signal level in a high-dimensional model-free setting	2025	Ilan Livne David Azriel Yair Goldberg
+	Infectious diseases: Household modeling with missing data	2024	Oron Madmon Yair Goldberg
+	Planning and adjusting the COVID-19 booster vaccination campaign to reduce disease burden	2024	Laura Di Domenico Yair Goldberg Vittoria Colizza
+ PDF Chat	Planning and adjusting the COVID-19 booster vaccination campaign to reduce disease burden	2024	Laura Di Domenico Yair Goldberg Vittoria Colizza
+	Silent Abandonment in Contact Centers: Estimating Customer Patience from Uncertain Data	2023	Antonio Castellanos Galit B. Yom‐Tov Yair Goldberg
+	A zero-estimator approach for estimating the signal level in a high-dimensional regression setting	2023	Ilan Livne David Azriel Yair Goldberg
+	Estimating Mean Viral Load Trajectory from Intermittent Longitudinal Data and Unknown Time Origins	2023	Yonatan Woodbridge Micha Mandel Yair Goldberg Amit Huppert
+	Kernel machines with missing covariates	2023	Tiantian Liu Yair Goldberg
+ PDF Chat	Effect size quantification for interrupted time series analysis: implementation in R and analysis for Covid-19 research	2022	Yael Travis-Lumer Yair Goldberg Stephen Z. Levine
+ PDF Chat	Self‐reporting and screening: Data with right‐censored, left‐censored, and complete observations	2022	Jonathan Yefenof Yair Goldberg Jennifer L. Wiler Avishai Mandelbaum Ya’acov Ritov
+ PDF Chat	The number needed to treat adjusted for explanatory variables in regression and survival analysis: Theory and application	2022	Valentin Vancak Yair Goldberg Stephen Z. Levine
+ PDF Chat	The role of statisticians in the response to COVID-19 in Israel: a holistic point of view	2022	Itai Dattner Reuven Gal Yair Goldberg Inbal Goldshtein Amit Huppert Ron S. Kenett Orly Manor Danny Pfeffermann Edna Schechtman Clelia Di Serio
+ PDF Chat	Similarity of Protection Conferred by Previous SARS-CoV-2 Infection and by BNT162b2 Vaccine: A 3-Month Nationwide Experience From Israel	2022	Yair Goldberg Micha Mandel Yonatan Woodbridge Ronen Fluss Ilya Novikov Rami Yaari Arnona Ziv Laurence S. Freedman Amit Huppert
+ PDF Chat	Improved estimators for semi-supervised high-dimensional regression model	2022	Ilan Livne David Azriel Yair Goldberg
+ PDF Chat	Biopsychosocial exposure to the COVID-19 pandemic and the relative risk of schizophrenia: Interrupted time-series analysis of a nationally representative sample	2022	Yael Travis-Lumer Arad Kodesh Yair Goldberg Abraham Reichenberg Sophia Frangou Stephen Z. Levine
+	A zero-estimator approach for estimating the signal level in a high-dimensional model-free setting	2022	Ilan Livne David Azriel Yair Goldberg
+	Protection and waning of natural and hybrid COVID-19 immunity	2021	Yair Goldberg Micha Mandel Yinon M. Bar-On Omri Bodenheimer Laurence S. Freedman Nachman Ash Sharon Alroy‐Preis Amit Huppert Ron Milo
+ PDF Chat	Waning Immunity after the BNT162b2 Vaccine in Israel	2021	Yair Goldberg Micha Mandel Yinon M. Bar-On Omri Bodenheimer Laurence S. Freedman Eric J. Haas Ron Milo Sharon Alroy‐Preis Nachman Ash Amit Huppert
+ PDF Chat	Protection Across Age Groups of BNT162b2 Vaccine Booster against Covid-19	2021	Yinon M. Bar-On Yair Goldberg Micha Mandel Omri Bodenheimer Laurence S. Freedman Sharon Alroy‐Preis Nachman Ash Amit Huppert Ron Milo
+ PDF Chat	BNT162b2 vaccine booster dose protection: A nationwide study from Israel	2021	Yinon M. Bar-On Yair Goldberg Micha Mandel Omri Bodenheimer Laurence S. Freedman Nir Kalkstein Barak Mizrahi Sharon Alroy‐Preis Nachman Ash Ron Milo
+	Improving Efficiency of Tests for Composite Null Hypotheses	2021	Yotam Leibovici Yair Goldberg
+	Protection of previous SARS-CoV-2 infection is similar to that of BNT162b2 vaccine protection: A three-month nationwide experience from Israel	2021	Yair Goldberg Micha Mandel Yonatan Woodbridge Ronen Fluss Ilya Novikov Rami Yaari Arnona Ziv Laurence S. Freedman Amit Huppert
+ PDF Chat	The role of children in the spread of COVID-19: Using household data from Bnei Brak, Israel, to estimate the relative susceptibility and infectivity of children	2021	Itai Dattner Yair Goldberg Guy Katriel Rami Yaari Nurit Gal Yoav Miron Arnona Ziv Rivka Sheffer Yoram Hamo Amit Huppert
+	Improving Efficiency of Tests for Composite Null Hypotheses	2021	Yotam Leibovici Yair Goldberg
+	Improved Estimators for Semi-supervised High-dimensional Regression Model	2021	Ilan Livne David Azriel Yair Goldberg
+ PDF Chat	Kernel machines for current status data	2020	Yael Travis-Lumer Yair Goldberg
+	Ascertaining properties of weighting in the estimation of optimal treatment regimes under monotone missingness	2020	Lin Dong Eric B. Laber Yair Goldberg Rui Song Shu Yang
+	The role of children in the spread of COVID-19: Using household data from Bnei Brak, Israel, to estimate the relative susceptibility and infectivity of children	2020	Itai Dattner Yair Goldberg Guy Katriel Rami Yaari Nurit Gal Yoav Miron Arnona Ziv Yoram Hamo Amit Huppert
+	Systematic analysis of the number needed to treat	2020	Valentin Vancak Yair Goldberg Stephen Z. Levine
+ PDF Chat	Kernel machines with missing responses	2020	Tiantian Liu Yair Goldberg
+	Multicategory Individualized Treatment Regime Using Outcome Weighted Learning	2019	Xinyang Huang Yair Goldberg Jin Xu
+ PDF Chat	Efficient two-step multivariate random effects meta-analysis of individual participant data for longitudinal clinical trials using mixed effects models	2019	Hisashi Noma Kazushi Maruo Masahiko Gosho Stephen Z. Levine Yair Goldberg Stefan Leucht Toshi A. Furukawa
+	Hoeffding-Type and Bernstein-Type Inequalities for Right Censored Data	2019	Yair Goldberg
+	Semiparametric Analysis of the Proportional Likelihood Ratio Model and Omnibus Estimation Procedure	2019	Yair Goldberg Malka Gorfine
+	Feature elimination in kernel machines in moderately high dimensions	2018	Sayan Dasgupta Yair Goldberg Michael R. Kosorok
+	Self-reporting and screening: Data with current-status and censored observations	2018	Jonathan Yefenof Yair Goldberg Jennifer L. Wiler Avishai Mandelbaum Ya’acov Ritov
+	Kernel Machines With Missing Responses	2018	Tiantian Liu Yair Goldberg
+	Change-point detection for infinite horizon dynamic treatment regimes	2017	Yair Goldberg Moshe Pollak Alexis Mitelpunkt Mila Orlovsky Ahuva Weiss‐Meilik Malka Gorfine
+	Support vector regression for right censored data	2017	Yair Goldberg Michael R. Kosorok
+ PDF Chat	A quantile regression model for failure-time data with time-dependent covariates	2016	Malka Gorfine Yair Goldberg Ya’acov Ritov
+	Nonparametric estimation in the illness-death model using prevalent data	2016	Bella Vakulenko‐Lagun Micha Mandel Yair Goldberg
+	Oracle Estimation of Parametric Models Under Boundary Constraints	2016	Kin Yau Wong Yair Goldberg Jason P. Fine
+	Oracle estimation of parametric transformation models	2016	Yair Goldberg Wenbin Lu Jason P. Fine
+	Kernel Machines for Current Status Data	2015	Yael Travis-Lumer Yair Goldberg
+	Support Vector Machines for Current Status Data	2015	Yael Travis-Lumer Yair Goldberg
+	Feature Elimination in Support Vector Machines and Empirical Risk Minimization	2015	Sayan Dasgupta Yair Goldberg Michael R. Kosorok
+ PDF Chat	Continuous statistical models: With or without truncation parameters?	2015	Valentin Vancak Yair Goldberg Shaul K. Bar‐Lev Benzion Boukai
+	Continuous Statistical Models: With or Without Truncation Parameters?	2015	Valentin Vancak Yair Goldberg Shaul K. Bar‐Lev Benzion Boukai
+	Kernel Machines for Current Status Data	2015	Yael Travis-Lumer Yair Goldberg
+ PDF Chat	MODELING AND OPTIMIZATION OF GENETIC SCREENS VIA RNA INTERFERENCE AND FACS	2014	Yair Goldberg Yuval Nov
+	A Quantile Regression Model for Failure-Time Data with Time-Dependent Covariates	2014	Malka Gorfine Yair Goldberg Ya’acov Ritov
+ PDF Chat	Comment on “Dynamic treatment regimes: Technical challenges and applications”	2014	Yair Goldberg Rui Song Donglin Zeng Michael R. Kosorok
+	A Quantile Regression Model for Failure-Time Data with Time-Dependent Covariates	2014	Malka Gorfine Yair Goldberg Ya’acov Ritov
+	Feature Elimination in Empirical Risk Minimization and Support Vector Machines	2013	Sayan Dasgupta Yair Goldberg Michael R. Kosorok
+	Feature Elimination in Kernel Machines in moderately high dimensions	2013	Sayan Dasgupta Yair Goldberg Michael R. Kosorok
+ PDF Chat	Adaptive Q-learning	2013	Yair Goldberg Rui Song Michael R. Kosorok
+	Feature Elimination in Kernel Machines in moderately high dimensions	2013	Sayan Dasgupta Yair Goldberg Michael R. Kosorok
+ PDF Chat	On the robustness of the adaptive lasso to model misspecification	2012	Wenlian Lu Yair Goldberg Jason P. Fine
+ PDF Chat	An exponential bound for Cox regression	2012	Yair Goldberg Michael R. Kosorok
+	Support Vector Regression for Right Censored Data	2012	Yair Goldberg Michael R. Kosorok
+	Q-learning with censored data	2012	Yair Goldberg Michael R. Kosorok
+	Support Vector Regression for Right Censored Data	2012	Yair Goldberg Michael R. Kosorok
+ PDF Chat	Comment	2011	Yair Goldberg Michael R. Kosorok
+	THE BEST LINEAR UNBIASED ESTIMATOR FOR CONTINUATION OF A FUNCTION	2010	Yair Goldberg Ya’acov Ritov Avishai Mandelbaum
+	The Best Linear Unbiased Estimator for Continuation of a Function	2010	Yair Goldberg Ya’acov Ritov Avishai Mandelbaum
+	LLE with low-dimensional neighborhood representation	2008	Yair Goldberg Ya’acov Ritov
+	Manifold Learning: The Price of Normalization	2008	Yair Goldberg Alon Zakai Dan Kushnir Ya’acov Ritov
+	Local Procrustes for Manifold Embedding: A Measure of Embedding Quality and Embedding Algorithms	2008	Yair Goldberg Ya’acov Ritov

Common Coauthors

Coauthor	Papers Together
Michael R. Kosorok	13
Ya’acov Ritov	10
Amit Huppert	10
Micha Mandel	8
Laurence S. Freedman	6
Yael Travis-Lumer	6
Sayan Dasgupta	5
Malka Gorfine	5
Stephen Z. Levine	5
Ilan Livne	5
David Azriel	5
Sharon Alroy‐Preis	4
Yinon M. Bar-On	4
Nachman Ash	4
Arnona Ziv	4
Omri Bodenheimer	4
Rami Yaari	4
Avishai Mandelbaum	4
Valentin Vancak	4
Ron Milo	4
Itai Dattner	3
Rui Song	3
Yonatan Woodbridge	3
Jason P. Fine	3
Jonathan Yefenof	2
Yoram Hamo	2
Ilya Novikov	2
Nurit Gal	2
Jennifer L. Wiler	2
Vittoria Colizza	2
Yoav Miron	2
Laura Di Domenico	2
Yotam Leibovici	2
Guy Katriel	2
Shaul K. Bar‐Lev	2
Galit B. Yom‐Tov	2
Tiantian Liu	2
Antonio Castellanos	2
Ronen Fluss	2
Wenlian Lu	1
Mila Orlovsky	1
Donglin Zeng	1
Tiantian Liu	1
Lin Dong	1
Clelia Di Serio	1
Wenbin Lu	1
Barak Mizrahi	1
Arad Kodesh	1
Jin Xu	1
Eric B. Laber	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Introduction to Empirical Processes and Semiparametric Inference	2007	Michael R. Kosorok	16
+	Estimation of Regression Coefficients When Some Regressors are not Always Observed	1994	James M. Robins Andrea Rotnitzky Lue Ping Zhao	7
+	Optimal Structural Nested Models for Optimal Sequential Decisions	2004	James M. Robins	5
+ PDF Chat	The Adaptive Lasso and Its Oracle Properties	2006	Hui Zou	5
+	A DvoretzkyâKieferâWolfowitz type inequality for the KaplanâMeier estimator	1999	D. Bitouzé Béatrice Laurent Pascal Massart	5
+	Regression Shrinkage and Selection Via the Lasso	1996	Robert Tibshirani	5
+ PDF Chat	Counting Processes and Survival Analysis.	1992	Dorota M. Dabrowska Thomas R. Fleming David P. Harrington	5
+	Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties	2001	Jianqing Fan Runze Li	5
+	Support Vector Regression for Right Censored Data	2012	Yair Goldberg Michael R. Kosorok	4
+	Unified Methods for Censored Longitudinal Data and Causality	2003	Mark J. van der Laan James M. Robins	4
+	Protection of previous SARS-CoV-2 infection is similar to that of BNT162b2 vaccine protection: A three-month nationwide experience from Israel	2021	Yair Goldberg Micha Mandel Yonatan Woodbridge Ronen Fluss Ilya Novikov Rami Yaari Arnona Ziv Laurence S. Freedman Amit Huppert	4
+	Support Vector Machines for Survival Regression	2012	Antonio Eleuteri Azzam Taktak	4
+ PDF Chat	Fast rates for support vector machines using Gaussian kernels	2007	Ingo Steinwart Clint Scovel	4
+	Q-learning with censored data	2012	Yair Goldberg Michael R. Kosorok	4
+	Introduction to Nonparametric Estimation	2008	Alexandre B. Tsybakov	4
+	Weak Convergence and Empirical Processes: With Applications to Statistics	1996	Jon A. Wellner	4
+	Support vector censored quantile regression under random censoring	2008	Jooyong Shim Changha Hwang	4
+ PDF Chat	Doubly robust learning for estimating individualized treatment with censored data	2014	Ying‐Qi Zhao Donglin Zeng Eric B. Laber Rui Song Ming Yuan M. R. Kosorok	4
+	Support vector regression for right censored data	2017	Yair Goldberg Michael R. Kosorok	4
+	Models for the Statistical Analysis of Infectious Disease Data	1988	Michael Haber Ira M. Longini George Cotsonis	3
+ PDF Chat	Feature Screening via Distance Correlation Learning	2012	Runze Li Wei Zhong Li Zhu	3
+	A nationwide analysis of population group differences in the COVID-19 epidemic in Israel, February 2020–February 2021	2021	Khitam Muhsen Wasef Na’aminh Yelena Lapidot Sophy Goren Yonatan Amir Saritte Perlman Manfred S. Green Gabriel Chodick Dani Cohen	3
+	Entropy Numbers of Linear Function Classes	2000	Robert C. Williamson Alex Smola Bernhard Schölkopf	3
+ PDF Chat	On the accelerated failure time model for current status and interval censored data	2006	Lü Tian Tianxi Cai	3
+	Regression analysis for current status data using the EM algorithm	2013	Christopher S. McMahan Lianming Wang Joshua M. Tebbs	3
+	Maximum Likelihood Estimation of Misspecified Models	1982	Halbert White	3
+ PDF Chat	Monotone Regression Splines in Action	1988	J. O. Ramsay	3
+	Recovery of Information and Adjustment for Dependent Censoring Using Surrogate Markers	1992	James M. Robins Andrea Rotnitzky	3
+ PDF Chat	Optimal Dynamic Treatment Regimes	2003	Susan A. Murphy	3
+ PDF Chat	Estimating Individualized Treatment Rules Using Outcome Weighted Learning	2012	Ying‐Qi Zhao Donglin Zeng A. John Rush Michael R. Kosorok	3
+ PDF Chat	Sure Independence Screening for Ultrahigh Dimensional Feature Space	2008	Jianqing Fan Jinchi Lv	3
+	Adjusting for Nonignorable Drop-Out Using Semiparametric Nonresponse Models	1999	Daniel O. Scharfstein Andrea Rotnitzky James M. Robins	3
+ PDF Chat	Survival Analysis Techniques for Censored and Truncated Data	1998	Marepalli B. Rao John P. Klein Melvin L. Moeschberger	3
+	Support Vector Regression for Censored Data (SVRc): A Novel Tool for Survival Analysis	2008	Faisal M. Khan Valentina Bayer Zubek	3
+ PDF Chat	Reinforcement Learning Strategies for Clinical Trials in Nonsmall Cell Lung Cancer	2011	Yufan Zhao Donglin Zeng Mark A. Socinski Michael R. Kosorok	3
+	Estimation and extrapolation of optimal treatment and testing strategies	2008	James M. Robins Liliana Orellana Andrea Rotnitzky	3
+ PDF Chat	Proportional hazards models for current status data: Application to the study of differentials in age at weaning in Pakistan	1986	Ian Diamond John W. McDonald Iqbal Shah	3
+ PDF Chat	Adaptive Confidence Intervals for the Test Error in Classification	2011	Eric B. Laber Susan A. Murphy	3
+ PDF Chat	An experimental design for the development of adaptive treatment strategies	2004	Susan A. Murphy	3
+	Feed forward neural networks for the analysis of censored survival data: a partial logistic regression approach	1998	Elia Biganzoli Patrizia Boracchi Luigi Mariani Ettore Marubini	3
+	Universal Kernels	2006	Charles A. Micchelli Yuesheng Xu Haizhang Zhang	3
+	Semiparametric Theory and Missing Data	2007	Konstantinos Fokianos	2
+	Asymptotic Statistics	1998	Aad van der Vaart	2
+ PDF Chat	Penalized Q-learning for dynamic treatment regimens	2014	Rui Song Weiwei Wang Donglin Zeng Michael R. Kosorok	2
+	Multiple imputation and its application	2013	James R. Carpenter M. G. Kenward	2
+	Analysis of Multivariate Survival Data	2000	Philip Hougaard	2
+	Locally Efficient Estimation with Current Status Data and Time-Dependent Covariates	1998	Mark J. van der Laan James M. Robins	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
+	Censored Regression Quantiles	2003	Stephen Portnoy	2
+	The Robust Inference for the Cox Proportional Hazards Model	1989	D. Y. Lin L. J. Wei	2