Patrick Schnell

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All published works
Action Title Year Authors
+ PDF Chat Bayesian shrinkage estimation of credible subgroups for count data with excess zeros 2024 Duy Ngo
Daniel Quartey
Patrick Schnell
Richard Baumgartner
Shahrul Mt‐Isa
Dai Feng
+ PDF Chat Graphical tools for detection and control of selection bias with multiple exposures and samples 2024 Patrick Schnell
Eben Kenah
+ Investigating Stability in Subgroup Identification for Stratified Medicine 2024 Gleicy M. Hair
Thomas Jemielita
Shahrul Mt‐Isa
Patrick Schnell
Richard Baumgartner
+ PDF Chat Estimating disease transmission in a closed population under repeated testing 2024 Matthew Wascher
Patrick Schnell
Wasiur R. KhudaBukhsh
Mikkel B. Quam
Joesph H Tien
Grzegorz A. RempaƂa
+ PDF Chat Stabilizing Backpropagation Through Time to Learn Complex Physics 2024 Patrick Schnell
Nils Thuerey
+ PDF Chat Overcoming Repeated Testing Schedule Bias in Estimates of Disease Prevalence 2023 Patrick Schnell
Matthew Wascher
Grzegorz A. RempaƂa
+ Controlling the false-discovery rate when identifying the subgroup benefiting from treatment 2023 Patrick Schnell
+ Overcoming Repeated Testing Schedule Bias in Estimates of Disease Prevalence 2023 Patrick Schnell
Matthew Wascher
Grzegorz A. RempaƂa
+ Overcoming Repeated Testing Schedule Bias in Estimates of Disease Prevalence 2023 Patrick Schnell
Matthew Wascher
Grzegorz A. RempaƂa
+ A Principal Stratification Approach to Estimating the Effect of Continuing Treatment after Observing Early Outcomes 2022 Patrick Schnell
Richard Baumgartner
Shahrul Mt‐Isa
Vladimir Svetnik
+ Half-Inverse Gradients for Physical Deep Learning 2022 Patrick Schnell
Philipp Holl
Nils Thuerey
+ Physics-based Deep Learning. 2021 Nils Thuerey
Philipp Holl
Maximilian MĂŒller
Patrick Schnell
Felix Trost
Kiwon Um
+ MONITORING SARS-COV-2 TRANSMISSION AND PREVALENCE IN POPULATIONS UNDER REPEATED TESTING 2021 Matthew Wascher
Patrick Schnell
Wasiur R. KhudaBukhsh
Mikkel Quam
Joseph H. Tien
Grzegorz A. RempaƂa
+ Alleviating confounding in spatio-temporal areal models with an application on crimes against women in India 2021 Aritz Adin
TomĂĄs Goicoa
James S. Hodges
Patrick Schnell
M. D. Ugarte
+ PDF Chat Subgroup causal effect identification and estimation via matching tree 2021 Yuyang Zhang
Patrick Schnell
Chi Song
Bin Huang
Bo LĂŒ
+ Physics-based Deep Learning 2021 Nils Thuerey
Philipp Holl
Maximilian Mueller
Patrick Schnell
Felix Trost
Kiwon Um
+ Monte Carlo approaches to frequentist multiplicity-adjusted benefiting subgroup identification 2020 Patrick Schnell
+ PDF Chat Mitigating unobserved spatial confounding when estimating the effect of supermarket access on cardiovascular disease deaths 2020 Patrick Schnell
Georgia Papadogeorgou
+ PDF Chat Using the Bayesian credible subgroups method to identify populations benefiting from treatment: An application to the Look AHEAD trial 2020 Anna Coonan
Patrick Schnell
Joel Smith
John Forbes
+ Alleviating confounding in spatio-temporal areal models: different proposals, different results 2020 Aritz Adin
T. Goicoa
James S. Hodges
Patrick Schnell
M. D. Ugarte
+ PDF Chat Bayesian credible subgroup identification for treatment effectiveness in time-to-event data 2020 Duy Hoa Ngo
Richard Baumgartner
Shahrul Mt‐Isa
Dai Feng
Jie Chen
Patrick Schnell
+ PDF Chat <b>credsubs</b>: Multiplicity-Adjusted Subset Identification 2020 Patrick Schnell
Mark Fiecas
Bradley P. Carlin
+ Using the Bayesian credible subgroups method to identify populations benefiting from treatment: An application to the Look AHEAD trial 2019 Anna Coonan
John Forbes
Patrick Schnell
Joel Smith
+ A Framework for Safety Evaluation Throughout the Product Development Life-Cycle 2019 Greg Ball
Tjark Reblin
J.R. Buchanan
Barbara A. Hendrickson
Eric Lewis
Patrick Schnell
Frank W. Rockhold
+ Mitigating unobserved spatial confounding bias with mixed models 2019 Patrick Schnell
Georgia Papadogeorgou
+ Mitigating Unobserved Spatial Confounding when Estimating the Effect of Supermarket Access on Cardiovascular Disease Deaths 2019 Patrick Schnell
Georgia Papadogeorgou
+ Comments on: Modular regression - a Lego system for building structured additive distributional regression models with tensor product interactions 2019 Patrick Schnell
+ Mitigating Unobserved Spatial Confounding when Estimating the Effect of Supermarket Access on Cardiovascular Disease Deaths 2019 Patrick Schnell
Georgia Papadogeorgou
+ Spectral parameterization for linear mixed models applied to confounding of fixed effects by random effects 2018 Patrick Schnell
Maitreyee Bose
+ Multiplicity-adjusted semiparametric benefiting subgroup identification in clinical trials 2017 Patrick Schnell
Peter MĂŒller
Qi Tang
Bradley P. Carlin
+ Subgroup inference for multiple treatments and multiple endpoints in an Alzheimer’s disease treatment trial 2017 Patrick Schnell
Qi Tang
Peter MĂŒller
Bradley P. Carlin
+ Credible Subgroups: Identifying the Population that Benefits from Treatment 2017 Patrick Schnell
+ A Bayesian Exposure-Time Method for Clinical Trial Safety Monitoring With Blinded Data 2016 Patrick Schnell
Greg Ball
+ PDF Chat A Bayesian Credible Subgroups Approach to Identifying Patient Subgroups with Positive Treatment Effects 2016 Patrick Schnell
Qi Tang
Walter Offen
Bradley P. Carlin
+ Blinded Safety Signal Monitoring for the FDA IND Reporting Final Rule 2016 Greg Ball
Patrick Schnell
Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ PDF Chat A Bayesian Credible Subgroups Approach to Identifying Patient Subgroups with Positive Treatment Effects 2016 Patrick Schnell
Qi Tang
Walter Offen
Bradley P. Carlin
10
+ A Bayesian Approach to Subgroup Identification 2014 James O. Berger
Xiaojing Wang
Lei Shen
7
+ PDF Chat Subgroup identification from randomized clinical trial data 2011 Jared C. Foster
Jeremy M. G. Taylor
Stephen J. Ruberg
7
+ Subgroup analysis, covariate adjustment and baseline comparisons in clinical trial reporting: current practiceand problems 2002 Stuart J. Pocock
Susan E. Assmann
Laura E. Enos
Linda Kasten
7
+ Multiplicity-adjusted semiparametric benefiting subgroup identification in clinical trials 2017 Patrick Schnell
Peter MĂŒller
Qi Tang
Bradley P. Carlin
6
+ Bayesian subset analysis: application to studying treatment‐by‐gender interactions 2002 Richard Simon
5
+ PDF Chat BART: Bayesian additive regression trees 2010 Hugh Chipman
Edward I. George
Robert E. McCulloch
5
+ Adding Spatially-Correlated Errors Can Mess Up the Fixed Effect You Love 2010 James S. Hodges
Brian J. Reich
5
+ PDF Chat Adjusting for unmeasured spatial confounding with distance adjusted propensity score matching 2018 Georgia Papadogeorgou
Christine Choirat
Corwin Zigler
4
+ Bayesian Nonparametric Modeling for Causal Inference 2010 Jennifer Hill
4
+ PDF Chat Subgroup-Based Adaptive (SUBA) Designs for Multi-arm Biomarker Trials 2014 Yanxun Xu
Lorenzo Trippa
Peter MĂŒller
Yuan Ji
4
+ The mean does not mean as much anymore: finding sub-groups for tailored therapeutics 2010 Stephen J. Ruberg
Lei Chen
Yanping Wang
4
+ Spatial Interaction and the Statistical Analysis of Lattice Systems 1974 Julian Besag
4
+ PDF Chat Subgroup identification in clinical trials via the predicted individual treatment effect 2018 NicolĂĄs Ballarini
G. Rosenkranz
Thomas Jaki
Franz König
Martin Posch
4
+ Subgroup inference for multiple treatments and multiple endpoints in an Alzheimer’s disease treatment trial 2017 Patrick Schnell
Qi Tang
Peter MĂŒller
Bradley P. Carlin
4
+ Exact Confidence Bands for Linear Regression over Intervals 1983 Esa Uusipaikka
4
+ Group sequential methods in the design and analysis of clinical trials 1977 Stuart J. Pocock
3
+ Estimating causal effects of treatments in randomized and nonrandomized studies. 1974 Donald B. Rubin
3
+ A Simple Sequentially Rejective Multiple Test Procedure 1979 Sture Holm
3
+ On closed testing procedures with special reference to ordered analysis of variance 1976 Ruth Marcus
Eric Peritz
K. R. Gabriel
3
+ PDF Chat Dimension Reduction and Alleviation of Confounding for Spatial Generalized Linear Mixed Models 2012 John Hughes
Murali Haran
3
+ Continuous safety monitoring for randomized controlled clinical trials with blinded treatment information 2011 Greg Ball
Linda B. Piller
3
+ A Multiple Testing Procedure for Clinical Trials 1979 Peter C. O’Brien
Thomas R. Fleming
3
+ PDF Chat Repeat SARS-CoV-2 testing models for residential college populations 2020 Joseph Tung‐Chieh Chang
Forrest W. Crawford
Edward H. Kaplan
3
+ PDF Chat Causal Inference for Statistics, Social, and Biomedical Sciences 2015 Guido W. Imbens
Donald B. Rubin
3
+ Continuous safety monitoring for randomized controlled clinical trials with blinded treatment information 2011 Greg Ball
Linda B. Piller
Michael H. Silverman
3
+ Survival dynamical systems: individual-level survival analysis from population-level epidemic models 2019 Wasiur R. KhudaBukhsh
Boseung Choi
Eben Kenah
Grzegorz A. RempaƂa
3
+ PDF Chat Bayesian CART Model Search 1998 Hugh Chipman
Edward I. George
Robert E. McCulloch
3
+ PDF Chat Enhancing a Geographic Regression Discontinuity Design Through Matching to Estimate the Effect of Ballot Initiatives on Voter Turnout 2014 Luke Keele
RocĂ­o Titiunik
José R. Zubizarreta
3
+ PDF Chat The central role of the propensity score in observational studies for causal effects 1983 Paul R. Rosenbaum
Donald B. Rubin
3
+ Credible Subgroups: Identifying the Population that Benefits from Treatment 2017 Patrick Schnell
3
+ PDF Chat Condition-Number-Regularized Covariance Estimation 2012 Joong‐Ho Won
Johan Lim
Seung-Jean Kim
Bala Rajaratnam
2
+ PDF Chat Controlling for unmeasured confounding and spatial misalignment in long‐term air pollution and health studies 2015 Duncan Lee
Christophe Sarran
2
+ Subgroup identification based on differential effect search—A recursive partitioning method for establishing response to treatment in patient subpopulations 2011 Ilya Lipkovich
Alex Dmitrienko
Jonathan Denne
Gregory G. Enas
2
+ Clinical Trial Methodology 2010 Karl E. Peace
Ding‐Geng Chen
2
+ Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations 1997 James J. Heckman
2
+ PDF Chat Inference on Treatment Effects after Selection among High-Dimensional Controls 2013 Alexandre Belloni
Victor Chernozhukov
Christian Hansen
2
+ PDF Chat Bootstrap Methods: Another Look at the Jackknife 1979 B. Efron
2
+ PDF Chat Proper multivariate conditional autoregressive models for spatial data analysis 2003 Alan E. Gelfand
2
+ PDF Chat Adaptive enrichment designs for clinical trials 2013 Noah Simon
Richard H. Simon
2
+ Recommendations for safety planning, data collection, evaluation and reporting during drug, biologic and vaccine development: a report of the safety planning, evaluation, and reporting team 2009 Brenda Crowe
H. Amy Xia
Jesse A. Berlin
Douglas J. Watson
Hongliang Shi
Stephen L Lin
Juergen Kuebler
Robert C Schriver
Nancy C. Santanello
G. D. Rochester
2
+ Better Bootstrap Confidence Intervals 1987 Bradley Efron
2
+ A new approach to causal inference in mortality studies with a sustained exposure period—application to control of the healthy worker survivor effect 1986 James M. Robins
2
+ PDF Chat ESTIMATING PERSON‐CENTERED TREATMENT (PeT) EFFECTS USING INSTRUMENTAL VARIABLES: AN APPLICATION TO EVALUATING PROSTATE CANCER TREATMENTS 2013 Anirban Basu
2
+ The Challenge of Subgroup Analyses — Reporting without Distorting 2006 Stephen W. Lagakos
2
+ On the Role of the Propensity Score in Efficient Semiparametric Estimation of Average Treatment Effects 1998 Jinyong Hahn
2
+ PDF Chat Uncertainty in Propensity Score Estimation: Bayesian Methods for Variable Selection and Model-Averaged Causal Effects 2013 Corwin Zigler
Francesca Dominici
2
+ Estimating treatment effect heterogeneity in randomized program evaluation 2013 Kosuke Imai
Marc Ratkovic
2
+ Modeling Heterogeneous Treatment Effects in Survey Experiments with Bayesian Additive Regression Trees 2012 Donald P. Green
Holger Kern
2
+ PDF Chat Midcourse correction to a clinical trial when the event rate is underestimated: the Look AHEAD (Action for Health in Diabetes) Study 2012 Frederick L. Brancati
Mary E. Evans
Curt D. Furberg
Nancy L. Geller
Steven M. Haffner
Steven E. Kahn
Peter Kaufmann
Cora E. Lewis
David M. Nathan
Bertram Pitt
2