Publications (21)
Discussion: Conditional growth charts
Raymond J. Carroll, David Ruppert
Fast Bivariate Penalized Splines: the Sandwich Smoother
Luo Xiao, Yingxing Li, David Ruppert
Local Asymptotics of P-Spline Smoothing
Xiao Wang, Jinglai Shen, David Ruppert
RAPTT: An Exact Two-Sample Test in High Dimensions Using Random Projections
Radhendushka Srivastava, Ping Li, David Ruppert
Bayesian Functional Generalized Additive Models with Sparsely Observed Covariates
Mathew W. McLean, Fabian Scheipl, Giles Hooker +2
Finite Sample Hypothesis Tests for Stacked Estimating Equations
Eli S. Kravitz, Raymond J. Carroll, David Ruppert
The paper proposes a bootstrap-based hypothesis test for stacked estimating equations that uses repeated sample splitting to obtain finite‑sample inference without relying on asymp…
Optimal Prediction in an Additive Functional Model
Xiao Wang, David Ruppert
Density Deconvolution with Additive Measurement Errors using Quadratic Programming
Ran Yang, Daniel Apley, Jeremy Staum +1
Profile Estimation for Partial Functional Partially Linear Single-Index Model
Qingguo Tang, Linglong Kong, David Ruppert +1
Restricted Likelihood Ratio Tests for Linearity in Scalar-on-Function Regression
Mathew W. McLean, Giles Hooker, David Ruppert
Additive Function-on-Function Regression
Janet S. Kim, Ana-Maria Staicu, Arnab Maity +2
Local Asymptotics of P-splines
Luo Xiao, Yingxing Li, Tatiyana V. Apanasovich +1
Dynamic Shrinkage Processes
Daniel R. Kowal, David S. Matteson, David Ruppert
Guilt by Association: Finding Cosmic Ray Sources Using Hierarchical Bayesian Clustering
Kunlaya Soiaporn, David Chernoff, Thomas Loredo +2
Functional Autoregression for Sparsely Sampled Data
Daniel R. Kowal, David S. Matteson, David Ruppert
Simultaneously modelling far-infrared dust emission and its relation to CO emission in star forming galaxies
Rahul Shetty, Julia Roman-Duval, Sacha Hony +6
Fast Covariance Estimation for High-dimensional Functional Data
Luo Xiao, David Ruppert, Vadim Zipunnikov +1
Multilevel Bayesian framework for modeling the production, propagation and detection of ultra-high energy cosmic rays
Kunlaya Soiaporn, David Chernoff, Thomas Loredo +2
Linear Non-Gaussian Component Analysis via Maximum Likelihood
Benjamin B. Risk, David S. Matteson, David Ruppert
Sample Splitting as an M-Estimator with Application to Physical Activity Scoring
Eli S. Kravitz, Raymond J. Carroll, David Ruppert
The paper studies how to use sample splitting as an M‑estimation technique to obtain valid inference when a physical activity score, built on part of the data, is reused as a covar…
A Bayesian Multivariate Functional Dynamic Linear Model
Daniel R. Kowal, David S. Matteson, David Ruppert