Longitudinal Data Analysis and Time Series
Targeted Maximum Likelihood Estimation for Dynamic Treatment Regimes in Sequential Randomized Controlled Trials (with Mark J. van der Laan), The International Journal of Biostatistics (2012)
Sequential Randomized Controlled Trials (SRCTs) are rapidly becoming essential tools in the search for optimized...
General Biostatistics
Targeted Minimum Loss Based Estimation Based on Directly Solving the Efficient Influence Curve Equation (with Mark J. van der Laan), U.C. Berkeley Division of Biostatistics Working Paper Series (2011)
Applying targeted maximum likelihood estimation to longitudinal data can be computationally intensive. As the number...
Statistical Theory and Methods
Targeted Maximum Likelihood Estimation for Dynamic Treatment Regimes in Sequential Randomized Controlled Trials (with Mark J. van der Laan), The International Journal of Biostatistics (2012)
Sequential Randomized Controlled Trials (SRCTs) are rapidly becoming essential tools in the search for optimized...
Computational Biology/Bioinformatics
Permutation-based Pathway Testing using the Super Learner Algorithm (with Alan E. Hubbard and Mark L. van der Laan), U.C. Berkeley Division of Biostatistics Working Paper Series (2010)
Many diseases and other important phenotypic outcomes are the result of a combination of factors....