papers
Publications (12)
math.ST2017
Instrumental variables as bias amplifiers with general outcome and confounding
Peng Ding, Tyler VanderWeele, James Robins
stat.ME2017
On the multiply robust estimation of the mean of the g-functional
Andrea Rotnitzky, James Robins, Lucia Babino
math.ST2008
Higher order influence functions and minimax estimation of nonlinear functionals
James Robins, Lingling Li, Eric Tchetgen +1
stat.ME2008
Comment: Performance of Double-Robust Estimators When ``Inverse Probability'' Weights Are Highly Variable
James Robins, Mariela Sued, Quanhong Lei-Gomez +1
math.ST2006
Adaptive nonparametric confidence sets
James Robins, Aad van der Vaart
stat.AP2008
Causal Models for Estimating the Effects of Weight Gain on Mortality
James Robins
math.ST2016
Lepski's Method and Adaptive Estimation of Nonlinear Integral Functionals of Density
Rajarshi Mukherjee, Eric Tchetgen Tchetgen, James Robins
stat.ME2017
Semiparametric Estimation with Data Missing Not at Random Using an Instrumental Variable
BaoLuo Sun, Lan Liu, Wang Miao +3
stat.ME2016
Identification and Inference for Marginal Average Treatment Effect on the Treated With an Instrumental Variable
Lan Liu, Wang Miao, Baoluo Sun +2
stat.ME2016
Technical Report: Higher Order Influence Functions and Minimax Estimation of Nonlinear Functionals
James Robins, Lingling Li, Eric Tchetgen Tchetgen +1
stat.ME2015
Asymptotic Normality of Quadratic Estimators
James Robins, Lingling Li, Eric Tchetgen Tchetgen +1
math.ST2011
Efficient Nonparametric Conformal Prediction Regions
Jing Lei, James Robins, Larry Wasserman