William Fithian

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All published works

Action	Title	Year	Authors
+ PDF Chat	A Flexible Defense Against the Winner's Curse	2024	Tijana Zrnic William Fithian
+ PDF Chat	Estimating the FDR of variable selection	2024	Yixiang Luo William Fithian Lihua Lei
+ PDF Chat	Locally simultaneous inference	2024	Tijana Zrnic William Fithian
+ PDF Chat	The edge of discovery: Controlling the local false discovery rate at the margin	2024	Jake A. Soloff Daniel Xiang William Fithian
+	Nonparametric Identifiability in Species Distribution and Abundance Models: Why it Matters and How to Diagnose a Lack of it Using Simulation	2023	Sara Stoudt Perry de Valpine William Fithian
+ PDF Chat	Conditional calibration for false discovery rate control under dependence	2022	William Fithian Lihua Lei
+	The edge of discovery: Controlling the local false discovery rate at the margin	2022	Jake A. Soloff Daniel Xiang William Fithian
+	Improving knockoffs with conditional calibration	2022	Yixiang Luo William Fithian Lihua Lei
+	Asymptotically Optimal Knockoff Statistics via the Masked Likelihood Ratio	2022	Asher Spector William Fithian
+	Locally Simultaneous Inference	2022	Tijana Zrnic William Fithian
+	Smoothed nested testing on directed acyclic graphs	2021	Jackson Loper Lihua Lei William Fithian Wesley Tansey
+	AdaPT-GMM: Powerful and robust covariate-assisted multiple testing	2021	Patrick Chao William Fithian
+	Whiteout: when do fixed-X knockoffs fail?	2021	Li Xiao William Fithian
+ PDF Chat	Statistical methods for replicability assessment	2020	Kenneth E. Hung William Fithian
+ PDF Chat	A general interactive framework for false discovery rate control under structural constraints	2020	Lihua Lei Aaditya Ramdas William Fithian
+	Optimality of the max test for detecting sparse signals with Gaussian or heavier tail	2020	Xiao Li William Fithian
+	Smoothed Nested Testing on Directed Acyclic Graphs	2019	Jackson Loper Lihua Lei William Fithian Wesley Tansey
+	Statistical Methods for Replicability Assessment	2019	Kenneth E. Hung William Fithian
+ PDF Chat	Rank verification for exponential families	2019	Kenneth E. Hung William Fithian
+	Smoothed Nested Testing on Directed Acyclic Graphs	2019	Jackson Loper Lihua Lei William Fithian Wesley Tansey
+ PDF Chat	AdaPT: An Interactive Procedure for Multiple Testing with Side Information	2018	Lihua Lei William Fithian
+ PDF Chat	Flexible Low-Rank Statistical Modeling with Missing Data and Side Information	2018	William Fithian Rahul Mazumder
+	Family learning: nonparametric statistical inference with parametric efficiency	2017	William Fithian Daniel Ting
+ PDF Chat	Data Augmentation via Lévy Processes	2016	Stefan Wager William Fithian Percy Liang
+	Power of ordered hypothesis testing	2016	Lihua Lei William Fithian
+	Power of Ordered Hypothesis Testing	2016	Lihua Lei William Fithian
+	AdaPT: An interactive procedure for multiple testing with side information	2016	Lihua Lei William Fithian
+	Multiple Correspondence Analysis & the Multilogit Bilinear Model	2016	William Fithian Julie Josse
+	Data Augmentation via Levy Processes	2016	Stefan Wager William Fithian Percy Liang
+ PDF Chat	Effective degrees of freedom: a flawed metaphor	2015	Lucas Janson William Fithian Trevor Hastie
+ PDF Chat	Semiparametric exponential families for heavy-tailed data	2015	William Fithian Stefan Wager
+ PDF Chat	Point process models for presence‐only analysis	2015	Ian Renner Jane Elith Adrian Baddeley William Fithian Trevor Hastie Steven J. Phillips Gordana Popović David I. Warton
+	Selective Sequential Model Selection	2015	William Fithian Jonathan Taylor Robert Tibshirani Ryan J. Tibshirani
+	Local case-control sampling: Efficient subsampling in imbalanced data sets	2015	William Fithian Trevor Hastie
+	Altitude Training: Strong Bounds for Single-Layer Dropout	2014	Stefan Wager William Fithian Sida Wang Percy Liang
+ PDF Chat	Bias correction in species distribution models: pooling survey and collection data for multiple species	2014	William Fithian Jane Elith Trevor Hastie David A. Keith
+	Local case-control sampling: Efficient subsampling in imbalanced data sets	2014	William Fithian Trevor Hastie
+	Bias Correction in Species Distribution Models: Pooling Survey and Collection Data for Multiple Species	2014	William Fithian Jane Elith Trevor Hastie David A. Keith
+	A Proportional Observer Bias Model for Multispecies Distribution Modeling	2014	William Fithian Jane Elith Trevor Hastie David A. Keith
+	Optimal Inference After Model Selection	2014	William Fithian Dennis L. Sun Jonathan Taylor
+	Altitude Training: Strong Bounds for Single-Layer Dropout	2014	Stefan Wager William Fithian Sida Wang Percy Liang
+	Bias Correction in Species Distribution Models: Pooling Survey and Collection Data for Multiple Species	2014	William Fithian Jane Elith Trevor Hastie David A. Keith
+	Finite-sample equivalence in statistical models for presence-only data	2013	William Fithian Trevor Hastie
+	Scalable Convex Methods for Flexible Low-Rank Matrix Modeling	2013	William Fithian Rahul Mazumder
+	Semiparametric Exponential Families for Heavy-Tailed Data	2013	William Fithian Stefan Wager
+	Flexible Low-Rank Statistical Modeling with Side Information	2013	William Fithian Rahul Mazumder
+	Semiparametric Exponential Families for Heavy-Tailed Data	2013	William Fithian Stefan Wager
+	Selection Adjusted Confidence Intervals With More Power to Determine the Sign	2012	Asaf Weinstein William Fithian Yoav Benjamini
+	Finite-Sample Equivalence of Several Statistical Models for Presence-Only Data	2012	William Fithian Trevor Hastie

Common Coauthors

Coauthor	Papers Together
Lihua Lei	11
Trevor Hastie	10
Stefan Wager	7
Jane Elith	5
Percy Liang	4
David A. Keith	4
Jackson Loper	3
Wesley Tansey	3
Rahul Mazumder	3
Kenneth E. Hung	3
Tijana Zrnic	3
Jake A. Soloff	2
Sida Wang	2
Yixiang Luo	2
Daniel Xiang	2
Jonathan Taylor	2
Xiao Li	1
Li Xiao	1
Daniel Ting	1
Steven J. Phillips	1
Asher Spector	1
Asaf Weinstein	1
Patrick Chao	1
Robert Tibshirani	1
Sara Stoudt	1
Aaditya Ramdas	1
Adrian Baddeley	1
Ian Renner	1
Dennis L. Sun	1
David I. Warton	1
Lucas Janson	1
Yoav Benjamini	1
Gordana Popović	1
Ryan J. Tibshirani	1
Perry de Valpine	1
Julie Josse	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing	1995	Yoav Benjamini Yosef Hochberg	16
+	Controlling the false discovery rate via knockoffs	2015	Rina Foygel Barber Emmanuel J. Candès	11
+	Exact post-selection inference, with application to the lasso	2016	Jason D. Lee Dennis L. Sun Yuekai Sun Jonathan Taylor	9
+ PDF Chat	A Direct Approach to False Discovery Rates	2002	John D. Storey	9
+	Optimal Inference After Model Selection	2014	William Fithian Dennis L. Sun Jonathan Taylor	9
+ PDF Chat	Accumulation Tests for FDR Control in Ordered Hypothesis Testing	2016	Ang Li Rina Foygel Barber	7
+ PDF Chat	Strong Control, Conservative Point Estimation and Simultaneous Conservative Consistency of False Discovery Rates: A Unified Approach	2003	John D. Storey Jonathan Taylor David Siegmund	6
+ PDF Chat	False discovery control with p-value weighting	2006	Christopher R. Genovese Kathryn Roeder Larry Wasserman	6
+	Multiple Hypotheses Testing with Weights	1997	Yoav Benjamini Yosef Hochberg	6
+ PDF Chat	Sequential Selection Procedures and False Discovery Rate Control	2015	Max G’Sell Stefan Wager Alexandra Chouldechova Robert Tibshirani	6
+	Regression Shrinkage and Selection Via the Lasso	1996	Robert Tibshirani	6
+ PDF Chat	AdaPT: An Interactive Procedure for Multiple Testing with Side Information	2018	Lihua Lei William Fithian	5
+ PDF Chat	Adjusted Bayesian Inference for Selected Parameters	2012	Daniel Yekutieli	5
+	The Elements of Statistical Learning	2001	Trevor Hastie J. Friedman Robert Tibshirani	5
+ PDF Chat	Selective inference with a randomized response	2018	Xiaoying Tian Jonathan Taylor	5
+ PDF Chat	The control of the false discovery rate in multiple testing under dependency	2001	Yoav Benjamini Daniel Yekutieli	4
+	False Discovery Rate–Adjusted Multiple Confidence Intervals for Selected Parameters	2005	Yoav Benjamini Daniel Yekutieli Don Edwards Juliet Popper Shaffer Ajit C. Tamhane Peter H. Westfall Burt Holland	4
+	On Procedures Controlling the FDR for Testing Hierarchically Ordered Hypotheses	2016	Gavin Lynch Wenge Guo	4
+	Selective Sequential Model Selection	2015	William Fithian Jonathan Taylor Robert Tibshirani Ryan J. Tibshirani	4
+	Adaptive linear step-up procedures that control the false discovery rate	2006	Yoav Benjamini Abba M. Krieger Daniel Yekutieli	4
+ PDF Chat	Operating Characteristics and Extensions of the False Discovery Rate Procedure	2002	Christopher R. Genovese Larry Wasserman	4
+ PDF Chat	Bias correction in species distribution models: pooling survey and collection data for multiple species	2014	William Fithian Jane Elith Trevor Hastie David A. Keith	4
+	A Simple Sequentially Rejective Multiple Test Procedure	1979	Sture Holm	4
+ PDF Chat	Using specially designed exponential families for density estimation	1996	Bradley Efron Robert Tibshirani	4
+	Multilayer knockoff filter: Controlled variable selection at multiple resolutions	2019	Eugene Katsevich Chiara Sabatti	4
+ PDF Chat	A general interactive framework for false discovery rate control under structural constraints	2020	Lihua Lei Aaditya Ramdas William Fithian	4
+ PDF Chat	Spatial logistic regression and change-of-support in Poisson point processes	2010	Adrian Baddeley Mark Berman N. I. Fisher Andrew Hardegen Robin K. Milne Dominic Schuhmacher Rohan Shah Rolf Turner	4
+	Multiple Testing with the Structure-Adaptive Benjamini–Hochberg Algorithm	2018	Ang Li Rina Foygel Barber	4
+ PDF Chat	Poisson point process models solve the “pseudo-absence problem” for presence-only data in ecology	2010	David I. Warton Leah Shepherd	4
+ PDF Chat	Data-driven hypothesis weighting increases detection power in genome-scale multiple testing	2016	Nikolaos Ignatiadis Bernd Klaus Judith B. Zaugg Wolfgang Huber	3
+ PDF Chat	The <i>p</i>-filter: Multilayer False Discovery Rate Control for Grouped Hypotheses	2016	Rina Foygel Barber Aaditya Ramdas	3
+	Screening for Partial Conjunction Hypotheses	2008	Yoav Benjamini Ruth Heller	3
+	Selection Adjusted Confidence Intervals With More Power to Determine the Sign	2012	Asaf Weinstein William Fithian Yoav Benjamini	3
+	A multiple testing method for hypotheses structured in a directed acyclic graph	2014	Rosa J. Meijer Jelle J. Goeman	3
+	A Simple Algorithm for Nuclear Norm Regularized Problems	2010	Martin Jaggi Marek Sulovský	3
+ PDF Chat	Oracle and Adaptive Compound Decision Rules for False Discovery Rate Control	2007	Wenguang Sun Tommaso Cai	3
+	Reduced-rank vector generalized linear models	2003	Thomas W. Yee Trevor Hastie	3
+	Drop-the-Losers Design: Normal Case	2005	Allan R. Sampson Michael W. Sill	3
+	Power of Ordered Hypothesis Testing	2016	Lihua Lei William Fithian	3
+	Testing hypotheses on a tree: new error rates and controlling strategies	2017	Marina Bogomolov Christine B. Peterson Yoav Benjamini Chiara Sabatti	3
+ PDF Chat	False Discovery Rate Control With Groups	2010	James X. Hu Hongyu Zhao Harrison H. Zhou	3
+ PDF Chat	Estimating the occurrence of false positives and false negatives in microarray studies by approximating and partitioning the empirical distribution of <i>p</i>-values	2003	Stanley Pounds Stephan W. Morris	3
+ PDF Chat	Selective Inference on Multiple Families of Hypotheses	2013	Yoav Benjamini Marina Bogomolov	3
+	On closed testing procedures with special reference to ordered analysis of variance	1976	Ruth Marcus Eric Peritz K. R. Gabriel	3
+ PDF Chat	Exceedance Control of the False Discovery Proportion	2006	Christopher R. Genovese Larry Wasserman	3
+	Valid post-selection inference	2013	Richard A. Berk Lawrence Brown Andreas Buja Kai Zhang Linda Zhao	3
+ PDF Chat	On the Benjamini–Hochberg method	2006	José A. Ferreira Aeilko H. Zwinderman	3
+ PDF Chat	False Discovery Rate Regression: An Application to Neural Synchrony Detection in Primary Visual Cortex	2015	James G. Scott Ryan C. Kelly Matthew A. Smith Pengcheng Zhou Robert E. Kass	3
+	Testing Statistical Hypotheses	2021	E. L. Lehmann	3
+	On the Adaptive Control of the False Discovery Rate in Multiple Testing With Independent Statistics	2000	Yoav Benjamini Yosef Hochberg	3