Literature DB >> 32238558

What failure to predict life outcomes can teach us.

Filiz Garip1.   

Abstract

Year:  2020        PMID: 32238558      PMCID: PMC7165448          DOI: 10.1073/pnas.2003390117

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


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  6 in total

1.  False-positive psychology: undisclosed flexibility in data collection and analysis allows presenting anything as significant.

Authors:  Joseph P Simmons; Leif D Nelson; Uri Simonsohn
Journal:  Psychol Sci       Date:  2011-10-17

2.  Common sense and sociological explanations.

Authors:  Duncan J Watts
Journal:  AJS       Date:  2014-09

3.  Recursive partitioning for heterogeneous causal effects.

Authors:  Susan Athey; Guido Imbens
Journal:  Proc Natl Acad Sci U S A       Date:  2016-07-05       Impact factor: 11.205

Review 4.  Choosing Prediction Over Explanation in Psychology: Lessons From Machine Learning.

Authors:  Tal Yarkoni; Jacob Westfall
Journal:  Perspect Psychol Sci       Date:  2017-08-25

5.  Prediction Policy Problems.

Authors:  Jon Kleinberg; Jens Ludwig; Sendhil Mullainathan; Ziad Obermeyer
Journal:  Am Econ Rev       Date:  2015-05

6.  Measuring the predictability of life outcomes with a scientific mass collaboration.

Authors:  Matthew J Salganik; Ian Lundberg; Alexander T Kindel; Caitlin E Ahearn; Khaled Al-Ghoneim; Abdullah Almaatouq; Drew M Altschul; Jennie E Brand; Nicole Bohme Carnegie; Ryan James Compton; Debanjan Datta; Thomas Davidson; Anna Filippova; Connor Gilroy; Brian J Goode; Eaman Jahani; Ridhi Kashyap; Antje Kirchner; Stephen McKay; Allison C Morgan; Alex Pentland; Kivan Polimis; Louis Raes; Daniel E Rigobon; Claudia V Roberts; Diana M Stanescu; Yoshihiko Suhara; Adaner Usmani; Erik H Wang; Muna Adem; Abdulla Alhajri; Bedoor AlShebli; Redwane Amin; Ryan B Amos; Lisa P Argyle; Livia Baer-Bositis; Moritz Büchi; Bo-Ryehn Chung; William Eggert; Gregory Faletto; Zhilin Fan; Jeremy Freese; Tejomay Gadgil; Josh Gagné; Yue Gao; Andrew Halpern-Manners; Sonia P Hashim; Sonia Hausen; Guanhua He; Kimberly Higuera; Bernie Hogan; Ilana M Horwitz; Lisa M Hummel; Naman Jain; Kun Jin; David Jurgens; Patrick Kaminski; Areg Karapetyan; E H Kim; Ben Leizman; Naijia Liu; Malte Möser; Andrew E Mack; Mayank Mahajan; Noah Mandell; Helge Marahrens; Diana Mercado-Garcia; Viola Mocz; Katariina Mueller-Gastell; Ahmed Musse; Qiankun Niu; William Nowak; Hamidreza Omidvar; Andrew Or; Karen Ouyang; Katy M Pinto; Ethan Porter; Kristin E Porter; Crystal Qian; Tamkinat Rauf; Anahit Sargsyan; Thomas Schaffner; Landon Schnabel; Bryan Schonfeld; Ben Sender; Jonathan D Tang; Emma Tsurkov; Austin van Loon; Onur Varol; Xiafei Wang; Zhi Wang; Julia Wang; Flora Wang; Samantha Weissman; Kirstie Whitaker; Maria K Wolters; Wei Lee Woon; James Wu; Catherine Wu; Kengran Yang; Jingwen Yin; Bingyu Zhao; Chenyun Zhu; Jeanne Brooks-Gunn; Barbara E Engelhardt; Moritz Hardt; Dean Knox; Karen Levy; Arvind Narayanan; Brandon M Stewart; Duncan J Watts; Sara McLanahan
Journal:  Proc Natl Acad Sci U S A       Date:  2020-03-30       Impact factor: 11.205

  6 in total

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