Books

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Targeted Learning: Causal Inference for Observational and Experimental Data (with Mark J. van der Laan) (2011)
 

Articles

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Finding quantitative trait loci genes with collaborative targeted maximum likelihood learning (with Hui Wang and Mark J. van der Laan), Statistics & Probability Letters (2011)
 

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A Targeted Maximum Likelihood Estimator for Two-Stage Designs (with Mark J. van der Laan), The International Journal of Biostatistics (2011)
 

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Implementation of G-Computation on a Simulated Data Set: Demonstration of a Causal Inference Technique (with Jonathan M. Snowden and Kathleen M. Mortimer), American Journal of Epidemiology (2011)
 

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Rose et al. Respond to “G-Computation and Standardization in Epidemiology” (with Jonathan M. Snowden and Kathleen M. Mortimer), American Journal of Epidemiology (2011)
 

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Profiling Cys34 Adducts of Human Serum Albumin by Fixed-Step Selected Reaction Monitoring (with He Li, Hasmik Grigoryan, William E. Funk, Sixin Samantha Lu, Evan R. Williams, and Stephen M. Rappaport), Molecular & Cellular Proteomics (2010)
 

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Effects of PON polymorphisms and haplotypes on molecular phenotype in Mexican-American mothers and children (with Karen Huen, Lisa Barcellos, Kenneth Beckman, Brenda Eskanazi, and Nina Holland), Environmental and Molecular Mutagenesis (2010)
 

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Why Match? Investigating Matched Case-Control Study Designs with Causal Effect Estimation (with Mark J. van der Laan), The International Journal of Biostatistics (2009)
 

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Simple Optimal Weighting of Cases and Controls in Case-Control Studies (with Mark J. van der Laan), The International Journal of Biostatistics (2008)
 

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Modelling the network of cell cycle transcription factors in the yeast Saccharomyces cerevisiae (with Shawn Cokus, David Haynor, Niels Grønbech-Jensen, and Matteo Pellegrini), BMC Bioinformatics (2006)
 

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Ensuring the comparability of comparison groups: is randomization enough? (with Vance Berger), Controlled Clinical Trials (2004)
 

Popular Press

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Statistics Ready for a Revolution: Next Generation of Statisticians Must Build Tools for Massive Data Sets (with Mark J. van der Laan), Amstat News (2010)
 

Unpublished Papers

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Targeted Methods for Finding Quantitative Trait Loci (with Hui Wang and Mark J. van der Laan), U.C. Berkeley Division of Biostatistics Working Paper Series (2011)
 

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Readings in Targeted Maximum Likelihood Estimation (with Mark J. van der Laan and Susan Gruber), U.C. Berkeley Division of Biostatistics Working Paper Series (2009)
 

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A Note on Risk Prediction for Case-Control Studies (with Mark J. van der Laan), U.C. Berkeley Division of Biostatistics Working Paper Series (2008)