The origins of unpredictability in life trajectory prediction tasks

Autor: Lundberg, Ian, Brown-Weinstock, Rachel, Clampet-Lundquist, Susan, Pachman, Sarah, Nelson, Timothy J., Yang, Vicki, Edin, Kathryn, Salganik, Matthew J.

Why are life trajectories difficult to predict? We investigated this question through in-depth qualitative interviews with 40 families sampled from a multi-decade longitudinal study. Our sampling and interviewing process were informed by the earlier

Externí odkaz: http://arxiv.org/abs/2310.12871

Privacy, ethics, and data access: A case study of the Fragile Families Challenge

Autor: Lundberg, Ian, Narayanan, Arvind, Levy, Karen, Salganik, Matthew J.

Publikováno v: Socius 5 (2019)

Stewards of social science data face a fundamental tension. On one hand, they want to make their data accessible to as many researchers as possible to facilitate new discoveries. At the same time, they want to restrict access to their data as much as

Externí odkaz: http://arxiv.org/abs/1809.00103

Researcher reasoning meets computational capacity: Machine learning for social science

Autor: Lundberg, Ian, Brand, Jennie E., Jeon, Nanum

Publikováno v: In Social Science Research November 2022 108

COMMENT : SUMMARIZING INCOME MOBILITY WITH MULTIPLE SMOOTH QUANTILES INSTEAD OF PARAMETERIZED MEANS

Autor: Lundberg, Ian, Stewart, Brandon M.

Publikováno v: Sociological Methodology, 2020 Aug 01. 50, 96-111.

Externí odkaz: https://www.jstor.org/stable/48590803

Measuring the predictability of life outcomes with a scientific mass collaboration

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

Publikováno v: Proceedings of the National Academy of Sciences of the United States of America, 2020 Apr . 117(15), 8398-8403.

Externí odkaz: https://www.jstor.org/stable/26930891