Calibration of an Adaptive Genetic Algorithm for Modeling Opinion Diffusion

Autor: Kara Layne Johnson, Nicole Bohme Carnegie

Publikováno v: Algorithms, Vol 15, Iss 2, p 45 (2022)

Genetic algorithms mimic the process of natural selection in order to solve optimization problems with minimal assumptions and perform well when the objective function has local optima on the search space. These algorithms treat potential solutions t

Externí odkaz: https://doaj.org/article/80ed043af7eb47199e9dbdce708e6347

Size matters: concurrency and the epidemic potential of HIV in small networks.

Autor: Nicole Bohme Carnegie, Martina Morris

Publikováno v: PLoS ONE, Vol 7, Iss 8, p e43048 (2012)

Generalized heterosexual epidemics are responsible for the largest share of the global burden of HIV. These occur in populations that do not have high rates of partner acquisition, and research suggests that a pattern of fewer, but concurrent, partne

Externí odkaz: https://doaj.org/article/5e4ccd90d2ff4b9f8390e6554df50d3e

Using social contact data to improve the overall effect estimate of a cluster-randomized influenza vaccination program in Senegal

Autor: John C. Victor, Kathleen M. Neuzil, Aldiouma Diallo, Gail E. Potter, Nicole Bohme Carnegie, M. Elizabeth Halloran, Jonathan D. Sugimoto

Publikováno v: J R Stat Soc Ser C Appl Stat

This study estimates the overall effect of two influenza vaccination programs consecutively administered in a cluster-randomized trial in western Senegal over the course of two influenza seasons from 2009 to 2011. We apply cutting-edge methodology co

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::60b7b67ed22eb14751715133740e2566
https://pubmed.ncbi.nlm.nih.gov/35721226

Measuring the predictability of life outcomes with a scientific mass collaboration

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

Publikováno v: PNAS
Proceedings of the National Academy of Sciences of the United States of America (PNAS), 117(15), 8398-8403. NATL ACAD SCIENCES
Proc Natl Acad Sci U S A
Salganik, M J, Lundberg, I, Kindel, A T, Ahearn, C E, Al-ghoneim, K, Almaatouq, A, Altschul, D M, Brand, J E, Carnegie, N B, Compton, R J, Datta, D, Davidson, T, Filippova, A, Gilroy, C, Goode, B J, Jahani, E, Kashyap, R, Kirchner, A, Mckay, S, Morgan, A C, Pentland, A, Polimis, K, Raes, L, Rigobon, D E, Roberts, C V, Stanescu, D M, Suhara, Y, Usmani, A, Wang, E H, Adem, M, Alhajri, A, Alshebli, B, Amin, R, Amos, R B, Argyle, L P, Baer-bositis, L, Büchi, M, Chung, B, Eggert, W, Faletto, G, Fan, Z, Freese, J, Gadgil, T, Gagné, J, Gao, Y, Halpern-manners, A, Hashim, S P, Hausen, S, He, G, Higuera, K, Hogan, B, Horwitz, I M, Hummel, L M, Jain, N, Jin, K, Jurgens, D, Kaminski, P, Karapetyan, A, Kim, E H, Leizman, B, Liu, N, Möser, M, Mack, A E, Mahajan, M, Mandell, N, Marahrens, H, Mercado-garcia, D, Mocz, V, Mueller-gastell, K, Musse, A, Niu, Q, Nowak, W, Omidvar, H, Or, A, Ouyang, K, Pinto, K M, Porter, E, Porter, K E, Qian, C, Rauf, T, Sargsyan, A, Schaffner, T, Schnabel, L, Schonfeld, B, Sender, B, Tang, J D, Tsurkov, E, Van Loon, A, Varol, O, Wang, X, Wang, Z, Wang, J, Wang, F, Weissman, S, Whitaker, K, Wolters, M K, Woon, W L, Wu, J, Wu, C, Yang, K, Yin, J, Zhao, B, Zhu, C, Brooks-gunn, J, Engelhardt, B E, Hardt, M, Knox, D, Levy, K, Narayanan, A, Stewart, B M, Watts, D J & Mclanahan, S 2020, ' Measuring the predictability of life outcomes with a scientific mass collaboration ', Proceedings of the National Academy of Sciences, vol. 117, no. 15, pp. 8398-8403 . https://doi.org/10.1073/pnas.1915006117

© This open access article is distributed under Creative Commons Attribution-NonCommercialNoDerivatives License 4.0 (CC BY-NC-ND). How predictable are life trajectories? We investigated this question with a scientific mass collaboration using the co

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9e79e5a0edeb2b5d23585b10ea4b178d
https://doi.org/10.1073/pnas.1915006117

Examining treatment effect heterogeneity using BART

Autor: Nicole Bohme Carnegie, Jennifer Hill, Vincent Dorie

Publikováno v: Observational Studies. 5:52-70

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::4b57ecf518e87d6a748f65cd220d3c07
https://doi.org/10.1353/obs.2019.0002