101 citations · 294 across the 22 of their papers we have counts for
6 papers · 1 filter
Bayesian analysis of regression discontinuity designs with heterogeneous treatment effects
Kevin Tao, Y. Samuel Wang, David Ruppert
Regression Discontinuity Design (RDD) is a popular framework for estimating a causal effect in settings where treatment is assigned if an observed covariate exceeds a fixed thresho…
Bootstrap inference for quantile-based modal regression
Tao Zhang, Kengo Kato, David Ruppert
In this paper, we develop uniform inference methods for the conditional mode based on quantile regression. Specifically, we propose to estimate the conditional mode by minimizing t…
Profile Estimation for Partial Functional Partially Linear Single-Index Model
Qingguo Tang, Linglong Kong, David Ruppert +1
This paper studies a \textit{partial functional partially linear single-index model} that consists of a functional linear component as well as a linear single-index component. This…
Optimal Prediction in an Additive Functional Model
Xiao Wang, David Ruppert
The functional generalized additive model (FGAM) provides a more flexible nonlinear functional regression model than the well-studied functional linear regression model. This paper…
Local Asymptotics of P-Spline Smoothing
Xiao Wang, Jinglai Shen, David Ruppert
This paper addresses asymptotic properties of general penalized spline estimators with an arbitrary B-spline degree and an arbitrary order difference penalty. The estimator is appr…
Discussion: Conditional growth charts
Raymond J. Carroll, David Ruppert
Discussion of Conditional growth charts [math.ST/0702634]