'Van der laan' presentation slideshows

Targeted Maximum Likelihood Learning of Scientific Causal Questions

816 views • 81 slides

Empirical Efficiency Maximization:

Empirical Efficiency Maximization:. Locally Efficient Covariate Adjustment in Randomized Experiments Daniel B. Rubin Joint work with Mark J. van der Laan. Outline. Review adjustment in experiments. Locally efficient estimation. Problems with standard methods.

600 views • 52 slides

Super Learning in Prediction HIV Example

Super Learning in Prediction HIV Example. Mark van der Laan www.bepress.com/ucbbiostat Division of Biostatistics, University of California, Berkeley. Outline. Super Learning in Prediction of HIV Phenotype based on HIV Genotype. Scientific Goal.

168 views • 16 slides