Abstract is missing.
- The Advent of Data Science: Some Considerations on the Unreasonable Effectiveness of DataRichard J. C. M. Starmans. 3-19 [doi]
- Big-n versus Big-p in Big DataNorman Matloff. 21-32 [doi]
- Divide and Recombine: Approach for Detailed Analysis and Visualization of Large Complex DataRyan Hafen. 35-46 [doi]
- Integrate Big Data for Better Operation, Control, and Protection of Power SystemsGuang Lin. 47-60 [doi]
- Interactive Visual Analysis of Big DataCarlos Scheidegger. 61-71 [doi]
- A Visualization Tool for Mining Large Correlation Tables: The Association NavigatorAndreas Buja, Abba M. Krieger, Edward I. George. 73-102 [doi]
- High-Dimensional Computational GeometryAlexandr Andoni. 105-123 [doi]
- IRLBA: Fast Partial Singular Value Decomposition MethodJames Baglama. 125-136 [doi]
- Structural Properties Underlying High-Quality Randomized Numerical Linear Algebra AlgorithmsMichael W. Mahoney, Petros Drineas. 137-154 [doi]
- Something for (Almost) Nothing: New Advances in Sublinear-Time AlgorithmsRonitt Rubinfeld, Eric Blais. 155-167 [doi]
- NetworksElizabeth L. Ogburn, Alexander Volfovsky. 171-190 [doi]
- Mining Large GraphsDavid F. Gleich, Michael W. Mahoney. 191-220 [doi]
- Estimator and Model Selection Using Cross-ValidationIván Díaz. 223-239 [doi]
- Stochastic Gradient Methods for Principled Estimation with Large DatasetsPanos Toulis, Edoardo M. Airoldi. 241-265 [doi]
- Learning Structured DistributionsIlias Diakonikolas. 267-283 [doi]
- Penalized Estimation in Complex ModelsJacob Bien, Daniela Witten. 285-303 [doi]
- High-Dimensional Regression and InferenceLukas Meier. 305-319 [doi]
- Divide and Recombine: Subsemble, Exploiting the Power of Cross-ValidationStephanie Sapp, Erin LeDell. 323-338 [doi]
- Scalable Super LearningErin LeDell. 339-357 [doi]
- Tutorial for Causal InferenceLaura Balzer, Maya Petersen, Mark J. van der Laan. 361-386 [doi]
- A Review of Some Recent Advances in Causal InferenceMarloes H. Maathuis, Preetam Nandy. 387-407 [doi]
- Targeted Learning for Variable ImportanceSherri Rose. 411-427 [doi]
- Online Estimation of the Average Treatment EffectSam Lendle. 429-438 [doi]
- Mining with Inference: Data-Adaptive Target ParametersAlan Hubbard, Mark J. van der Laan. 439-452 [doi]
- Index453-464 [doi]