https://pinboard.in/u:cshalizi/public/ recent bookmarks from cshalizi 2026-06-24T12:54:36+00:00 https://www.cambridge.org/core/journals/philosophy-of-science/article/noncausal-explanations-of-social-and-biological-networks/59E80990AA755C7CBBD6E543832681C4?WT.mc_id=New%2520Cambridge%2520Alert%2520-%2520Articles cshalizi to:NB philosophy_of_science networks explanation https://pinboard.in/ https://pinboard.in/u:cshalizi/b:ab6037e35687/ 2026-02-17T16:00:59+00:00 https://www.sciencedirect.com/science/article/pii/S0378873325000668?via%3Dihub cshalizi to:NB agent-based_models networks axelrod_model network_data_analysis https://pinboard.in/ https://pinboard.in/u:cshalizi/b:f3b72b309c49/ 2026-02-17T16:00:16+00:00 https://www.tandfonline.com/doi/full/10.1080/0022250X.2024.2423941 cshalizi to:NB agent-based_models polarization networks https://pinboard.in/ https://pinboard.in/u:cshalizi/b:aa28a304db4e/ 2025-12-03T20:39:06+00:00 https://arxiv.org/abs/2212.01987 cshalizi to:NB fractals networks graph_theory re:fractal_network_asymptotics to_read scooped? via:vaguery https://pinboard.in/ https://pinboard.in/u:cshalizi/b:0d244921ef96/ 2025-09-24T15:31:46+00:00 https://direct.mit.edu/books/oa-monograph/5866/The-Connectivity-of-ThingsNetwork-Cultures-since cshalizi to:NB books:noted networks history_of_technology visual_display_of_quantitative_information downloaded https://pinboard.in/ https://pinboard.in/u:cshalizi/b:7041adc9e602/ 2025-04-09T14:54:58+00:00 https://www.annualreviews.org/content/journals/10.1146/annurev-biodatasci-080917-013444 cshalizi to:NB network_data_analysis networks biochemical_networks via:aks https://pinboard.in/ https://pinboard.in/u:cshalizi/b:30e36c1f0a02/ 2025-04-09T14:12:55+00:00 https://arxiv.org/abs/2503.04020 cshalizi to:NB social_influence stochastic_processes networks porter.mason_a. re:do-institutions-evolve https://pinboard.in/ https://pinboard.in/u:cshalizi/b:8a3aab250ab3/ 2025-03-31T23:43:45+00:00 https://www.aeaweb.org/articles?id=10.1257/aer.20201425 cshalizi economic_networks in_NB economics networks https://pinboard.in/ https://pinboard.in/u:cshalizi/b:beb574477f44/ 2025-03-31T23:42:53+00:00 https://arxiv.org/abs/2503.18823 cshalizi to:NB networks graph_theory https://pinboard.in/ https://pinboard.in/u:cshalizi/b:b70e1137cb6c/ 2025-03-10T13:34:35+00:00 https://link.springer.com/article/10.1007/s13194-023-00549-2 cshalizi to:NB philosophy_of_science networks explanation https://pinboard.in/ https://pinboard.in/u:cshalizi/b:45fbb1d684df/ 2023-06-28T16:17:48+00:00 https://arxiv.org/abs/2206.07514 cshalizi stochastic_processes networks in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:64ecdf9574da/ 2023-04-27T14:47:23+00:00 https://arxiv.org/abs/2303.09198 cshalizi4/3 on the other hand, the upper tail is caused by one hub of a specific degree, and this probability decays polynomially in n, leading to additional triangles with one hub. In the intermediate case α=4/3, we show polynomial decay of the tail probability caused by multiple but finitely many hubs. In this case, the additional triangles contain either a single hub or two hubs. Our proofs are partly based on various concentration inequalities. In particular, we tailor concentration bounds for empirical processes to make them well-suited for analyzing heavy-tailed phenomena in nonlinear settings."]]> networks large_deviations heavy_tails in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:0742d3d44f46/ 2023-04-27T14:45:08+00:00 https://arxiv.org/abs/2304.05794 cshalizi to:NB networks dynamical_systems https://pinboard.in/ https://pinboard.in/u:cshalizi/b:cfa6a95f2b6b/ 2023-04-24T22:02:59+00:00 https://link.springer.com/article/10.1007/BF01025993 cshalizi to:NB networks dynamical_systems synchronization phase_transitions cleaning_out_the_filing_cabinet_for_the_first_time_since_2005 have_read https://pinboard.in/ https://pinboard.in/u:cshalizi/b:7d2f206d0789/ 2023-03-21T15:38:23+00:00 https://www.pnas.org/doi/10.1073/pnas.2215752120 cshalizi to:NB percolation_theory graph_theory networks https://pinboard.in/ https://pinboard.in/u:cshalizi/b:4e85d56f5328/ 2023-03-17T18:13:08+00:00 https://www.nature.com/articles/s41467-023-37019-5 cshalizi to:NB percolation networks hypergraphs re:do-institutions-evolve https://pinboard.in/ https://pinboard.in/u:cshalizi/b:b5aef56bffd8/ 2023-01-18T03:12:24+00:00 https://arxiv.org/abs/2212.12839 cshalizi to:NB networks network_data_analysis community_discovery stochastic_processes mucha.peter https://pinboard.in/ https://pinboard.in/u:cshalizi/b:f14fb18e0235/ 2022-12-27T19:10:27+00:00 https://academic.oup.com/restud/advance-article-abstract/doi/10.1093/restud/rdac077/6835695?redirectedFrom=fulltext&login=false cshalizi to:NB social_learning networks golub.ben social_life_of_the_mind https://pinboard.in/ https://pinboard.in/u:cshalizi/b:6403057a4722/ 2022-08-31T23:22:25+00:00 https://www.science.org/doi/10.1126/sciadv.abm8310 cshalizi to:NB dynamical_systems networks motter.adilson https://pinboard.in/ https://pinboard.in/u:cshalizi/b:4311381b447f/ 2022-06-06T13:04:31+00:00 https://journals.aps.org/rmp/abstract/10.1103/RevModPhys.94.015005 cshalizi dynamical_systems networks self-organization synchronization kurths.jurgen re:blackouts_and_alienation in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:436a84efd0d7/ 2022-06-06T12:57:44+00:00 https://arxiv.org/abs/2203.06601 cshalizi to:NB networks dynamical_systems https://pinboard.in/ https://pinboard.in/u:cshalizi/b:39465def7bde/ 2022-05-09T20:24:44+00:00 https://www.nature.com/articles/d41586-022-01254-5 cshalizi weaponized_interdependence political_economy networks kith_and_kin farrell.henry have_read to_teach:baby-nets https://pinboard.in/ https://pinboard.in/u:cshalizi/b:14d74b2d7b54/ 2021-06-28T04:32:18+00:00 https://arxiv.org/abs/2106.13220 cshalizi to:NB synchronization networks community_discovery https://pinboard.in/ https://pinboard.in/u:cshalizi/b:6cdd173c1c21/ 2021-06-10T02:03:41+00:00 https://arxiv.org/abs/2106.03523 cshalizi to:NB dynamical_systems networks functional_connectivity synchronization https://pinboard.in/ https://pinboard.in/u:cshalizi/b:23617071a49b/ 2021-05-20T14:06:23+00:00 https://arxiv.org/abs/2105.08892 cshalizi to:NB game_theory networks phase_transitions re:do-institutions-evolve color_me_skeptical https://pinboard.in/ https://pinboard.in/u:cshalizi/b:767bb83ef51e/ 2021-05-13T14:26:11+00:00 https://arxiv.org/abs/2105.04437 cshalizi to:NB ising_model networks https://pinboard.in/ https://pinboard.in/u:cshalizi/b:4b3678c16dd2/ 2021-05-13T14:11:22+00:00 https://arxiv.org/abs/2007.04890 cshalizi to:NB dynamical_systems networks color_me_skeptical https://pinboard.in/ https://pinboard.in/u:cshalizi/b:444ba86026f9/ 2021-05-06T13:49:30+00:00 https://www.annualreviews.org/doi/abs/10.1146/annurev-control-072020-084434 cshalizi to:NB dynamical_systems networks control_theory_and_control_engineering game_theory re:in_soviet_union_optimization_problem_solves_you https://pinboard.in/ https://pinboard.in/u:cshalizi/b:4256d40d9911/ 2021-05-06T13:48:38+00:00 https://www.annualreviews.org/doi/abs/10.1146/annurev-control-061820-083817 cshalizi to:NB dynamical_systems networks dimension_reduction graph_theory https://pinboard.in/ https://pinboard.in/u:cshalizi/b:b03640a0c4ff/ 2021-04-23T03:08:13+00:00 https://arxiv.org/abs/2104.10736 cshalizi to:NB networks epidemics_on_networks color_me_skeptical https://pinboard.in/ https://pinboard.in/u:cshalizi/b:7a14d9cbe2f4/ 2021-04-22T15:25:37+00:00 https://arxiv.org/abs/2006.10421 cshalizi to:NB networks https://pinboard.in/ https://pinboard.in/u:cshalizi/b:81aa383f0652/ 2021-04-21T19:45:48+00:00 https://arxiv.org/abs/2104.09299 cshalizi to:NB dynamical_systems networks macro_from_micro re:do-institutions-evolve to_read https://pinboard.in/ https://pinboard.in/u:cshalizi/b:f7b3f6fc4328/ 2021-04-16T20:11:18+00:00 https://arxiv.org/abs/2104.07260 cshalizi to:NB economics networks color_me_skeptical heavy_tails https://pinboard.in/ https://pinboard.in/u:cshalizi/b:92322f90a941/ 2021-04-14T14:44:41+00:00 https://arxiv.org/abs/2104.05711 cshalizi to:NB economics networks data_sets garbage environmental_management to_teach:baby-nets https://pinboard.in/ https://pinboard.in/u:cshalizi/b:4e485f17b3f2/ 2021-03-15T06:14:55+00:00 https://arxiv.org/abs/2101.11761 cshalizi to:NB networks percolation_theory epidemics_on_networks https://pinboard.in/ https://pinboard.in/u:cshalizi/b:8a6f2b2626f4/ 2021-02-26T07:35:24+00:00 https://arxiv.org/abs/2101.00863 cshalizi to:NB networks network_data_analysis color_me_skeptical https://pinboard.in/ https://pinboard.in/u:cshalizi/b:37d1964a994c/ 2021-02-05T22:25:39+00:00 https://www.cambridge.org/core/journals/network-science/article/abs/singleseed-cascades-on-clustered-networks/2ED83D72F618BFCB8743D64AB7EE55AA cshalizi networks information_cascades contagion stochastic_processes in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:26b335892882/ 2021-01-03T19:20:56+00:00 https://www.annualreviews.org/doi/abs/10.1146/annurev-ecolsys-012220-120819 cshalizi to:NB ecology networks https://pinboard.in/ https://pinboard.in/u:cshalizi/b:2b30f0f486e4/ 2020-12-26T17:43:35+00:00 https://arxiv.org/abs/2012.12702 cshalizi to:NB networks finance jackson.matthew_o. https://pinboard.in/ https://pinboard.in/u:cshalizi/b:bd94715620f0/ 2020-12-13T23:09:40+00:00 https://www.cambridge.org/core/elements/network-turn/CC38F2EA9F51A6D1AFCB7E005218BBE5 cshalizi to:NB to_read books:noted networks history_of_ideas weingart.scott_b. kith_and_kin via:rvenkat https://pinboard.in/ https://pinboard.in/u:cshalizi/b:7783ddb1abbc/ 2020-12-10T04:10:08+00:00 https://arxiv.org/abs/2012.02870 cshalizi to:NB networks interacting_particle_systems large_deviations stochastic_processes https://pinboard.in/ https://pinboard.in/u:cshalizi/b:9e39b38e35fa/ 2020-12-02T01:45:51+00:00 https://arxiv.org/abs/2002.09922 cshalizi to:NB control_theory_and_control_engineering dynamical_systems networks re:in_soviet_union_optimization_problem_solves_you https://pinboard.in/ https://pinboard.in/u:cshalizi/b:e392bf3ff108/ 2020-11-30T03:03:12+00:00 https://arxiv.org/abs/2011.12983 cshalizi to:NB learning_in_games networks evolutionary_game_theory re:do-institutions-evolve to_read https://pinboard.in/ https://pinboard.in/u:cshalizi/b:3f40d5d4ec4a/ 2020-11-25T15:41:09+00:00 https://arxiv.org/abs/2011.11122 cshalizi to:NB dynamical_systems networks control_theory_and_control_engineering re:in_soviet_union_optimization_problem_solves_you https://pinboard.in/ https://pinboard.in/u:cshalizi/b:ece0572ed180/ 2020-11-23T17:38:08+00:00 https://arxiv.org/abs/2006.08427 cshalizi to:NB network_data_analysis networks https://pinboard.in/ https://pinboard.in/u:cshalizi/b:88c4fa8e4234/ 2020-11-20T19:49:26+00:00 https://www.tandfonline.com/doi/full/10.1080/01621459.2020.1782219 cshalizi to:NB have_read causal_inference network_data_analysis networks kith_and_kin ogburn.elizabeth to_teach:baby-nets re:homophily_and_confounding social_science_methodology heard_the_talk https://pinboard.in/ https://pinboard.in/u:cshalizi/b:64e51a725339/ 2020-11-20T15:33:51+00:00 https://www.tandfonline.com/doi/full/10.1080/01621459.2020.1811098 cshalizi to:NB causal_inference statistics network_data_analysis networks re:homophily_and_confounding shpitser.ilya to_read https://pinboard.in/ https://pinboard.in/u:cshalizi/b:32a97d68640f/ 2020-11-19T05:14:26+00:00 https://www.annualreviews.org/doi/abs/10.1146/annurev-economics-093019-113859 cshalizi to:NB networks network_data_analysis economics to_teach:baby-nets https://pinboard.in/ https://pinboard.in/u:cshalizi/b:2c6c39b0fc04/ 2020-11-18T22:45:23+00:00 https://www.annualreviews.org/doi/abs/10.1146/annurev-control-091219-012549 cshalizi to:NB networks dynamical_systems control_theory_and_control_engineering robustness https://pinboard.in/ https://pinboard.in/u:cshalizi/b:4debb7827817/ 2020-11-18T17:18:35+00:00 https://arxiv.org/abs/2011.08148 cshalizi to:NB contagion networks statistics https://pinboard.in/ https://pinboard.in/u:cshalizi/b:d49528813ef6/ 2020-11-16T16:14:17+00:00 https://projecteuclid.org/euclid.ejs/1575946867 cshalizi to:NB time_series statistics networks network_data_analysis https://pinboard.in/ https://pinboard.in/u:cshalizi/b:a953bb4a45b6/ 2020-11-16T16:13:38+00:00 https://projecteuclid.org/euclid.ejs/1576119708 cshalizi to:NB high-dimensional_statistics time_series networks network_data_analysis statistics to_teach:data_over_space_and_time https://pinboard.in/ https://pinboard.in/u:cshalizi/b:8ca5e6167496/ 2020-11-15T21:15:24+00:00 https://arxiv.org/abs/2005.04751 cshalizi to:NB dynamical_systems approximation networks biochemical_networks non-equilibrium https://pinboard.in/ https://pinboard.in/u:cshalizi/b:3dff9992307a/ 2020-11-15T21:14:47+00:00 https://arxiv.org/abs/2006.03286 cshalizi to:NB biochemical_networks networks https://pinboard.in/ https://pinboard.in/u:cshalizi/b:4edb0b5767ec/ 2020-10-23T19:31:14+00:00 https://arxiv.org/abs/2010.00613 cshalizi to:NB networks dynamical_systems to_read https://pinboard.in/ https://pinboard.in/u:cshalizi/b:1c139585a828/ 2020-10-23T16:59:35+00:00 https://link.springer.com/article/10.1007/s41109-020-00301-2 cshalizi to:NB finance contagion network_data_analysis networks porter.mason_a. https://pinboard.in/ https://pinboard.in/u:cshalizi/b:e9f240e1a070/ 2020-04-08T14:11:38+00:00 http://bengolub.net/papers/SNFF.pdf cshalizi to:NB percolation_theory networks economics macroeconomics to_read https://pinboard.in/ https://pinboard.in/u:cshalizi/b:5dfe92f1bb3e/ 2020-04-03T04:13:43+00:00 https://press.uchicago.edu/ucp/books/book/chicago/P/bo48408506 cshalizi to:NB books:noted networks modernity barely-comprehensible_metaphysics https://pinboard.in/ https://pinboard.in/u:cshalizi/b:04333d593589/ 2020-02-15T22:35:17+00:00 https://arxiv.org/abs/cond-mat/0205439 cshalizi, very puzzling --- as a measure of how many secondary infections you could produce, this would seem to involve a lot of over-counting when the network is clustered. But looking at their figure 2 clarifies: , the average degree of neighbors conditional on ego's degree, is a _decreasing_ function of ego's degree in their model. (If ego's degree is 1 or 2, it looks like the average degree of ego's neighbors is in the 100s [!], while as ego's degree goes to infinity, tends to a constant _smaller_ than the average degree.) So this is a hub-and-spoke system where each hub has a huge number of ties to very low-degree nodes, but there are enough non-hubs tied to multiple hubs, or hub-hub ties, to keep things connected. And then it makes sense that the crucial step in an epidemic is what happens once a hub is infected. ETA: In fact, Moreno and Vazquez (cond-mat/0210362) observe that the model generates, basically, a linear chain of stars (lovely phrase!), and that's where all this weird behavior comes from. (Despite the last tag, I think this model is so anti-social that it's not worth mentioning in the paper with DA and HF, but maybe if I ever write that review...)]]> in_NB have_read epidemics_on_networks networks re:do-institutions-evolve https://pinboard.in/ https://pinboard.in/u:cshalizi/b:f26bb1306d9e/ 2020-02-15T20:36:46+00:00 https://arxiv.org/abs/cond-mat/0007048 cshalizi in_NB networks have_read re:do-institutions-evolve https://pinboard.in/ https://pinboard.in/u:cshalizi/b:bbc609f42a6e/ 2020-02-15T20:06:23+00:00 https://arxiv.org/abs/cond-mat/0107066 cshalizi in_NB have_read networks epidemics_on_networks re:do-institutions-evolve https://pinboard.in/ https://pinboard.in/u:cshalizi/b:eb8d09e252a9/ 2020-02-15T19:22:54+00:00 https://iopscience.iop.org/article/10.1088/1742-5468/2013/12/P12002 cshalizi networks re:do-institutions-evolve social_influence have_read in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:ebffd8b03897/ 2020-02-15T18:37:45+00:00 https://www.nature.com/articles/s41598-018-31902-8 cshalizi networks re:do-institutions-evolve have_read in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:ec16d273beed/ 2019-10-29T21:58:28+00:00 https://arxiv.org/abs/1909.05416 cshalizi to:NB branching_processes networks epidemics_on_networks information_cascades https://pinboard.in/ https://pinboard.in/u:cshalizi/b:118b88749499/ 2019-10-22T13:22:33+00:00 https://arxiv.org/abs/1910.09538 cshalizi to:NB networks network_data_analysis lerman.kristina to_read to_teach:baby-nets https://pinboard.in/ https://pinboard.in/u:cshalizi/b:cccb829241ac/ 2019-09-23T14:15:53+00:00 https://arxiv.org/abs/1909.09239 cshalizi to:NB networks financial_markets https://pinboard.in/ https://pinboard.in/u:cshalizi/b:fa2dcc343ac0/ 2019-09-15T17:24:54+00:00 https://arxiv.org/abs/1909.04843 cshalizi to:NB networks voter_model https://pinboard.in/ https://pinboard.in/u:cshalizi/b:34088d8bb822/ 2019-09-04T15:16:36+00:00 https://arxiv.org/abs/1909.01288 cshalizi to:NB control_theory_and_control_engineering dynamical_systems networks https://pinboard.in/ https://pinboard.in/u:cshalizi/b:423609a2b5de/ 2019-08-21T13:24:35+00:00 https://arxiv.org/abs/1908.07092 cshalizi to:NB dynamical_systems networks dynamics_on_networks https://pinboard.in/ https://pinboard.in/u:cshalizi/b:a2121c0577a5/ 2019-08-21T13:19:33+00:00 https://arxiv.org/abs/1908.07025 cshalizi to:NB networks dynamics_on_networks https://pinboard.in/ https://pinboard.in/u:cshalizi/b:ee9add260f98/