Wednesday, July 13, 2016

Causal Inference and Big Data in PNAS

From PNAS (hard to pronounce, but has some good papers:)

Sackler Colloquium on Drawing Causal Inference from Big Data (Free Online)
Introduction
Richard M. Shiffrin
Colloquium Papers
Hal R. Varian
Dean Eckles, René F. Kizilcec, and Eytan Bakshy
Steven D. Levitt, John A. List, Susanne Neckermann, and David Nelson
George Hripcsak, Patrick B. Ryan, Jon D. Duke, Nigam H. Shah, Rae Woong Park, Vojtech Huser, Marc A. Suchard, Martijn J. Schuemie, Frank J. DeFalco, Adler Perotte, Juan M. Banda, Christian G. Reich, Lisa M. Schilling, Michael E. Matheny, Daniella Meeker, Nicole Pratt, and David Madigan
Michael Hawrylycz, Costas Anastassiou, Anton Arkhipov, Jim Berg, Michael Buice, Nicholas Cain, Nathan W. Gouwens, Sergey Gratiy, Ramakrishnan Iyer, Jung Hoon Lee, Stefan Mihalas, Catalin Mitelut, Shawn Olsen, R. Clay Reid, Corinne Teeter, Saskia de Vries, Jack Waters, Hongkui Zeng, Christof Koch, and MindScope
Elias Bareinboim and Judea Pearl
Susan Athey and Guido Imbens
Nicolai Meinshausen, Alain Hauser, Joris M. Mooij, Jonas Peters, Philip Versteeg, and Peter Bühlmann
Michael J. Higgins, Fredrik Sävje, and Jasjeet S. Sekhon
David Heckerman, Deepti Gurdasani, Carl Kadie, Cristina Pomilla, Tommy Carstensen, Hilary Martin, Kenneth Ekoru, Rebecca N. Nsubuga, Gerald Ssenyomo, Anatoli Kamali, Pontiano Kaleebu, Christian Widmer, and Manjinder S. Sandhu
Adam Bloniarz, Hanzhong Liu, Cun-Hui Zhang, Jasjeet S. Sekhon, and Bin Yu

Bernhard Schölkopf, David W. Hogg, Dun Wang, Daniel Foreman-Mackey, Dominik Janzing, Carl-Johann Simon-Gabriel, and Jonas Peters

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