Standout Papers
Citation Impact
Citing Papers
Message-passing algorithms for compressed sensing
2009 Standout
Counting faces of randomly projected polytopes when the projection radically lowers dimension
2008
Statistical Inference Procedures for Bivariate Archimedean Copulas
1993 Standout
Adaptive Lasso for sparse high-dimensional regression models
2008
Econometric Analysis of Cross Section and Panel Data
2001 Standout
Causal Inference for a Population of Causally Connected Units
2014
The Joint Null Criterion for Multiple Hypothesis Tests
2011
Analysis of Semiparametric Regression Models for Repeated Outcomes in the Presence of Missing Data
1995
Diabetic retinopathy
2010 Standout
High-dimensional classification using features annealed independence rules
2008
Effect of candesartan on prevention (DIRECT-Prevent 1) and progression (DIRECT-Protect 1) of retinopathy in type 1 diabetes: randomised, placebo-controlled trials
2008
First-Line Crizotinib versus Chemotherapy in ALK-Positive Lung Cancer
2014 Standout
Mild Cognitive Impairment
2011 Standout
New Guidelines to Evaluate the Response to Treatment in Solid Tumors
2000 Standout
Diabetic Retinopathy
2012 Standout
Historical and methodological developments in clinical trials at the national cancer institute
1990
Type 1 diabetes
2013 Standout
Effect of candesartan on progression and regression of retinopathy in type 2 diabetes (DIRECT-Protect 2): a randomised placebo-controlled trial
2008
Highly Parallel Genome-wide Expression Profiling of Individual Cells Using Nanoliter Droplets
2015 Standout
limma powers differential expression analyses for RNA-sequencing and microarray studies
2015 Standout
Time‐Dependent ROC Curves for Censored Survival Data and a Diagnostic Marker
2000 Standout
Empagliflozin, Cardiovascular Outcomes, and Mortality in Type 2 Diabetes
2015 Standout
G-Estimation of the Effect of Prophylaxis Therapy for Pneumocystis carinii Pneumonia on the Survival of AIDS Patients
1992
Machine learning: Trends, perspectives, and prospects
2015 StandoutScience
Causal Effects of Monetary Shocks: Semiparametric Conditional Independence Tests with a Multinomial Propensity Score
2008 StandoutNobel
Schooling and Labor Market Consequences of School Construction in Indonesia: Evidence from an Unusual Policy Experiment
2001 StandoutNobel
Testing for unit roots in heterogeneous panels
2003 Standout
Nonparametric Estimation of Nonadditive Random Functions
2003
Bootstrap Tests for Distributional Treatment Effects in Instrumental Variable Models
2002
Identification and Inference in Nonlinear Difference-in-Differences Models
2006 StandoutNobel
A Scalable Bootstrap for Massive Data
2014
Wanna Get Away? Regression Discontinuity Estimation of Exam School Effects Away From the Cutoff
2015 StandoutNobel
Case-control studies with contaminated controls
1996 StandoutNobel
Computer Simulation of Liquids
2017 Standout
Properties of the Vacancy Statistic in the Discrete Circle Covering Problem
2013
Estimating the Proportion of True Null Hypotheses, with application to DNA Microarray Data
2005
Confidence bands for survival curves under the proportional: Hazards model
1994
Asymptotic properties of bridge estimators in sparse high-dimensional regression models
2008
A Method of Simulated Moments for Estimation of Discrete Response Models Without Numerical Integration
1989 StandoutNobel
A Proportional Hazards Model for the Subdistribution of a Competing Risk
1999 Standout
Inference for Misspecified Models With Fixed Regressors
2014 StandoutNobel
Recursive partitioning for heterogeneous causal effects
2016 StandoutNobel
Estimation and Testing in a Two-Sample Generalized Odds-Rate Model
1988
Large Sample Properties of Matching Estimators for Average Treatment Effects
2005 StandoutNobel
Exactp-Values for Network Interference
2016 StandoutNobel
Linear Regression Limit Theory for Nonstationary Panel Data
1999
Semiparametric Efficiency in Multivariate Regression Models with Missing Data
1995
Efficient Estimation of Linear and Type I Censored Regression Models Under Conditional Quantile Restrictions
1990
Efficiency Bounds Implied by Multiperiod Conditional Moment Restrictions
1988 StandoutNobel
Efficient Estimation of Models with Conditional Moment Restrictions Containing Unknown Functions
2003
Identification and Inference in Nonlinear Difference-In-Differences Models
2002 StandoutNobel
On causal inference in the presence of interference
2010
Compressed sensing
2006 Standout
Semiparametric Efficient Estimation of a Conditional Density with Missing or Mismeasured Covariates
1995
Efficient estimation and stratified sampling
1996 StandoutNobel
An IV Model of Quantile Treatment Effects
2004
Estimation of some partially specified nonlinear models
1997 StandoutNobel
Distribution-free specification tests of conditional models
2007
Beyond prediction: Using big data for policy problems
2017 StandoutScience
Dealing with limited overlap in estimation of average treatment effects
2009 StandoutNobel
Probability for Statisticians
2017
Inference on Treatment Effects after Selection among High-Dimensional Controls
2013
Rényi Divergence and Kullback-Leibler Divergence
2014 Standout
Efficient Semiparametric Estimation of Quantile Treatment Effects
2007
Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score
2003 StandoutNobel
The Oscillation Behavior of Empirical Processes
1982
Semiparametric inference in a model for association in bivanate survival data
1986
Distributional Analysis of Portfolio Choice
1988 StandoutNobel
Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score
2002 StandoutNobel
Checking the Cox model with cumulative sums of martingale-based residuals
1993
Asymptotics for lasso-type estimators
2000 Standout
Asymptotically Efficient Estimation in the Presence of Heteroskedasticity of Unknown Form
1987
Estimation of Regression Coefficients When Some Regressors are not Always Observed
1994 Standout
How Much Should We Trust Differences-In-Differences Estimates?
2004 StandoutNobel
Estimating Exposure Effects by Modelling the Expectation of Exposure Conditional on Confounders
1992
Quantile treatment effects in the regression discontinuity design
2012
Root-N-Consistent Semiparametric Regression
1988 Standout
Competition and Innovation: An Inverted-U Relationship*
2005 StandoutNobel
Sure Independence Screening for Ultrahigh Dimensional Feature Space
2008 Standout
Quantile Regression under Misspecification, with an Application to the U.S. Wage Structure
2006 StandoutNobel
Goodness of Fit Problem and Scanning Innovation Martingales
1993
Empirical Processes: Theory and Applications
1990
Regularization and Variable Selection Via the Elastic Net
2005 Standout
A Theory of Statistical Models for Monte Carlo Integration
2003
Model checks for regression: an innovation process approach
1998
A Martingale Representation for Matching Estimators
2012 StandoutNobel
Semiparametric efficiency bounds
1990
Alzheimer's Disease Neuroimaging Initiative (ADNI)
2009 Standout
Combining Micro and Macro Data in Microeconometric Models
1994 StandoutNobel
Competing Risks and Multistate Models with R
2011
Predicting Survival Probabilities with Semiparametric Transformation Models
1997
Finding predictive gene groups from microarray data
2004
Maximum Likelihood Estimation in the Proportional Odds Model
1997
Differential Information and Performance Measurement Using a Security Market Line
1985 StandoutNobel
Systemic Risk and Stability in Financial Networks
2015 StandoutNobel
Works of Jon A. Wellner being referenced
Inefficient estimators of the bivariate survival function for three models
1995
A Hybrid Algorithm for Computation of the Nonparametric Maximum Likelihood Estimator from Censored Data
1997
Weak Convergence and Empirical Processes: With Applications to Statistics
1996
Weak Convergence and Empirical Processes
1997
Covariance formulas via marginal martingales
1994
Estimation of a Convex Function: Characterizations and Asymptotic Theory
2001
Weak Convergence and Empirical Processes
1996 Standout
Efficient and Adaptive Estimation for Semiparametric Models.
1994
Semiparametric models: progress and problems
1985
Empirical Processes with Applications to Statistics
1987
Empirical Processes With Applications to Statistics.
1987
High Dimensional Probability II
2000
High Dimensional Probability III
2003
Empirical Processes with Applications to Statistics
2009 Standout
Limit Theorems and Inequalities for the Uniform Empirical Process Indexed by Intervals
1982
Efficient and Adaptive Estimation for Semiparametric Models.
1994
Limit theorems for the ratio of the empirical distribution function to the true distribution function
1978
Confidence bands for a survival curve from censored data
1980
Information and Asymptotic Efficiency in Parametric-Nonparametric Models
1983