Pinboard (cshalizi) https://pinboard.in/u:cshalizi/public/ recent bookmarks from cshalizi The Case For Time in Causal DAGs | Philosophy of Science | Cambridge Core 2026-06-24T12:55:55+00:00 https://www.cambridge.org/core/journals/philosophy-of-science/article/case-for-time-in-causal-dags/FB8A5FA21249300B5250358B21A3E26D?WT.mc_id=New%2520Cambridge%2520Alert%2520-%2520Articles cshalizi to:NB graphical_models causality philosophy_of_science https://pinboard.in/ https://pinboard.in/u:cshalizi/b:90a1d2ee3253/ [2211.15934] Causal identification for continuous-time stochastic processes 2025-12-18T04:10:32+00:00 https://arxiv.org/abs/2211.15934 cshalizi causality stochastic_processes causal_inference martingales in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:96f77e1ff841/ David Kinney & Tania Lombrozo, Building Compressed Causal Models of the World - PhilPapers 2024-12-11T19:55:08+00:00 https://philpapers.org/rec/KINBCC cshalizi to:NB cognitive_science graphical_models causality information_theory https://pinboard.in/ https://pinboard.in/u:cshalizi/b:ebc6286ac206/ [2301.04709] Causal Abstraction: A Theoretical Foundation for Mechanistic Interpretability 2024-12-11T19:52:39+00:00 https://arxiv.org/abs/2301.04709 cshalizi to:NB causality neural_networks abstraction https://pinboard.in/ https://pinboard.in/u:cshalizi/b:a98e666921c3/ Rooting Around for “Root Causes” Can Be a Big Distraction | MADE IN AMERICA 2024-06-18T17:19:25+00:00 https://madeinamericathebook.wordpress.com/2024/05/16/rooting-around-for-root-causes-can-be-a-big-distraction/ cshalizipublic_policy causality sociology have_read via:? https://pinboard.in/ https://pinboard.in/u:cshalizi/b:3e783e7c5de2/ [2305.11561] Formalising causal inference in time and frequency on process graphs with latent components 2023-05-27T16:19:33+00:00 https://arxiv.org/abs/2305.11561 cshalizi time_series causality graphical_models fourier_analysis in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:41a08583d9d8/ Coarse-graining as a downward causation mechanism | Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 2023-05-02T19:30:20+00:00 https://royalsocietypublishing.org/doi/abs/10.1098/rsta.2016.0338?download=true cshalizi to:NB coarse-graining macro_from_micro causality flack.jessica via:henry_farrell https://pinboard.in/ https://pinboard.in/u:cshalizi/b:443b9dc47537/ Markov Properties and Quantum Experiments | SpringerLink 2023-05-01T19:56:32+00:00 https://link.springer.com/chapter/10.1007/1-4020-4876-9_5 cshalizi in_NB graphical_models causality quantum_mechanics have_read kith_and_kin glymour.clark cleaning_out_the_filing_cabinet_for_the_first_time_since_2005 https://pinboard.in/ https://pinboard.in/u:cshalizi/b:5056035702c1/ Stochastic independence, causal independence, and shieldability | SpringerLink 2022-06-18T15:15:38+00:00 https://link.springer.com/article/10.1007/BF00258078 cshalizi to:NB causality probability philosophy_of_science via:mraginsky https://pinboard.in/ https://pinboard.in/u:cshalizi/b:3febf3666381/ [2108.03099] Causal Inference Theory with Information Dependency Models 2022-06-06T12:55:51+00:00 https://arxiv.org/abs/2108.03099 cshalizi to:NB causality graphical_models information_theory color_me_skeptical https://pinboard.in/ https://pinboard.in/u:cshalizi/b:ffb707aff322/ [1611.06221] Foundations of Structural Causal Models with Cycles and Latent Variables 2021-05-12T18:09:18+00:00 https://arxiv.org/abs/1611.06221 cshalizi to:NB graphical_models causality peters.jonas https://pinboard.in/ https://pinboard.in/u:cshalizi/b:f3134825315f/ Etiological Kinds | Philosophy of Science: Vol 88, No 1 2021-04-14T20:04:46+00:00 https://www.journals.uchicago.edu/doi/abs/10.1086/710020?af=R cshalizi to:NB causality philosophy_of_science barely-comprehensible_metaphysics https://pinboard.in/ https://pinboard.in/u:cshalizi/b:1f05d0fd0be4/ Causal Cognition: A Multidisciplinary Debate - Oxford Scholarship 2021-01-23T06:39:53+00:00 https://oxford-universitypressscholarship-com.cmu.idm.oclc.org/view/10.1093/acprof:oso/9780198524021.001.0001/acprof-9780198524021?rskey=9UW923&result=952 cshalizi to:NB causality cognitive_science psychology books:noted https://pinboard.in/ https://pinboard.in/u:cshalizi/b:505527fff17a/ Power and Influence: The Metaphysics of Reductive Explanation - Oxford Scholarship 2021-01-16T07:00:29+00:00 https://doi.org/10.1093/oso/9780198840718.001.0001 cshalizi to:NB books:noted philosophy_of_science reductionism causality barely-comprehensible_metaphysics to_download https://pinboard.in/ https://pinboard.in/u:cshalizi/b:56e549dde2b3/ Phys. Rev. E 103, 012406 (2021) - Characteristics of the neural coding of causality 2021-01-14T16:04:20+00:00 https://journals.aps.org/pre/abstract/10.1103/PhysRevE.103.012406 cshalizi to:NB causality neural_coding_and_decoding color_me_skeptical https://pinboard.in/ https://pinboard.in/u:cshalizi/b:2f579d2f51ad/ [2010.09390] Causal Geometry 2021-01-12T20:57:02+00:00 https://arxiv.org/abs/2010.09390 cshalizi to:NB information_geometry emergence causality color_me_skeptical https://pinboard.in/ https://pinboard.in/u:cshalizi/b:f87cabb88637/ Scientific Explanation and the Causal Structure of the World | Princeton University Press 2020-12-22T19:40:34+00:00 https://press.princeton.edu/books/ebook/9780691221489/scientific-explanation-and-the-causal-structure-of-the-world cshalizi in_NB books:recommended causality philosophy_of_science explanation explanation_by_mechanisms salmon.wesley_c. prediction_processes https://pinboard.in/ https://pinboard.in/u:cshalizi/b:fb696d743c7e/ Near-Decomposability and the Timescale Relativity of Causal Representations | Philosophy of Science: Vol 87, No 5 2020-12-17T01:34:45+00:00 https://www.journals.uchicago.edu/doi/abs/10.1086/710760 cshalizi to:NB reductionism causality philosophy_of_science https://pinboard.in/ https://pinboard.in/u:cshalizi/b:ece85fe3df84/ On Pearl’s Hierarchy and the Foundations of Causal Inference 2020-11-11T15:25:03+00:00 https://causalai.net/r60.pdf cshalizi to:NB to_read causality causal_inference bareinboim.elias https://pinboard.in/ https://pinboard.in/u:cshalizi/b:e3f21f95e02f/ Toward Some Fundamentals of Fundamental Causality: Socioeconomic Status and Health in the Routine Clinic Visit for Diabetes1 | American Journal of Sociology: Vol 110, No 5 2020-07-28T19:03:14+00:00 https://www.journals.uchicago.edu/doi/abs/10.1086/428914?mobileUi=0&journalCode=ajs cshalizi to:NB causality epidemiology ethnography freese.jeremy inequality medicine diabetes https://pinboard.in/ https://pinboard.in/u:cshalizi/b:783d0c1e675a/ [1903.03662] A Potential Outcomes Calculus for Identifying Conditional Path-Specific Effects 2020-07-28T15:15:20+00:00 https://arxiv.org/abs/1903.03662 cshalizi to:NB causality causal_inference graphical_models malinsky.daniel richardson.thomas shpitser.ilya https://pinboard.in/ https://pinboard.in/u:cshalizi/b:cd3dd9da34d7/ An Axiomatic Characterization of Causal Counterfactuals | SpringerLink 2020-05-16T17:44:25+00:00 https://link.springer.com/article/10.1023/A:1009602825894 cshalizi to:NB causality graphical_models have_read pearl.judea galles.david https://pinboard.in/ https://pinboard.in/u:cshalizi/b:63ec3efb9a57/ A new proposal how to handle counterexamples to Markov causation à la Cartwright, or: fixing the chemical factory | SpringerLink 2020-04-17T15:54:19+00:00 https://link.springer.com/article/10.1007/s11229-018-02014-7 cshalizi to:NB causality graphical_models philosophy_of_science https://pinboard.in/ https://pinboard.in/u:cshalizi/b:0ff441c15352/ Causally Interpreting Intersectionality Theory | Philosophy of Science: Vol 83, No 1 2019-11-07T18:54:17+00:00 https://www.journals.uchicago.edu/doi/abs/10.1086/684173 cshalizi to:NB causality explanation philosophy_of_science racism sexism https://pinboard.in/ https://pinboard.in/u:cshalizi/b:4be5eaa66df2/ Sufficient Causes: On Oxygen, Matches, and Fires : Journal of Causal Inference 2019-10-01T15:24:49+00:00 https://www.degruyter.com/view/j/jci.ahead-of-print/jci-2019-0026/jci-2019-0026.xml cshalizi to:NB causality pearl.judea https://pinboard.in/ https://pinboard.in/u:cshalizi/b:df58ed10f64f/ [1908.07301] Causality from the Point of View of Classical Statistics 2019-08-21T13:10:36+00:00 https://arxiv.org/abs/1908.07301 cshalizi to:NB causal_inference causality statistics https://pinboard.in/ https://pinboard.in/u:cshalizi/b:802d6f2e3948/ Causality and History: Modes of Causal Investigation in Historical Social Sciences | Annual Review of Sociology 2019-08-01T13:33:15+00:00 https://www.annualreviews.org/doi/abs/10.1146/annurev-soc-073117-041140 cshalizi to:NB causal_inference causality social_science_methodology barely-comprehensible_metaphysics https://pinboard.in/ https://pinboard.in/u:cshalizi/b:d3a187f8ab8c/ [1907.01672] Causal models on probability spaces 2019-07-05T14:29:29+00:00 https://arxiv.org/abs/1907.01672 cshalizi to:NB causality probability https://pinboard.in/ https://pinboard.in/u:cshalizi/b:0584f55d5973/ [1901.00433] Causal Calculus in the Presence of Cycles, Latent Confounders and Selection Bias 2019-07-05T14:28:54+00:00 https://arxiv.org/abs/1901.00433 cshalizi to:NB causal_inference causality graphical_models statistics https://pinboard.in/ https://pinboard.in/u:cshalizi/b:d97eb4acad2a/ Causation in Science and the Methods of Scientific Discovery // Reviews // Notre Dame Philosophical Reviews // University of Notre Dame 2019-06-19T21:23:45+00:00 https://ndpr.nd.edu/news/causation-in-science-and-the-methods-of-scientific-discovery/ cshalizi book_reviews causality causal_inference philosophy_of_science glymour.clark https://pinboard.in/ https://pinboard.in/u:cshalizi/b:2eaba136fa35/ [1904.02995] When is an action caused from within? Quantifying the causal chain leading to actions in simulated agents 2019-06-17T16:57:05+00:00 https://arxiv.org/abs/1904.02995 cshalizi causality agent-based_models philosophy_of_mind mijnheer_spinoza_mijnheer_benedictus_spinoza_to_the_courtesy_phone_please in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:90f60a37d0e7/ The Real Gold Standard: Measuring Counterfactual Worlds That Matter Most to Social Science and Policy | Annual Review of Criminology 2019-05-26T18:14:31+00:00 https://www.annualreviews.org/doi/full/10.1146/annurev-criminol-011518-024838 cshalizi to:NB causal_inference causality social_science_methodology statistics nagin.dan kith_and_kin re:ADAfaEPoV https://pinboard.in/ https://pinboard.in/u:cshalizi/b:ef60cfcfb80f/ On the Interpretation of do(x) : Journal of Causal Inference 2019-05-24T23:53:39+00:00 https://www.degruyter.com/view/j/jci.2019.7.issue-1/jci-2019-2002/jci-2019-2002.xml cshalizi to:NB causality pearl.judea re:ADAfaEPoV to_read https://pinboard.in/ https://pinboard.in/u:cshalizi/b:74e1b77222a0/ Time and causality across the sciences 2019-05-14T17:38:55+00:00 https://www.cambridge.org/9781108476676 cshalizi to:NB books:noted causal_inference causality arrow_of_time kleinberg.samantha https://pinboard.in/ https://pinboard.in/u:cshalizi/b:13d192e82886/ Intervening on structure | SpringerLink 2018-04-17T13:04:10+00:00 https://link.springer.com/article/10.1007/s11229-017-1341-z cshalizi to:NB causality macro_from_micro https://pinboard.in/ https://pinboard.in/u:cshalizi/b:d7c39d81d24a/ [1706.02744] Avoiding Discrimination through Causal Reasoning 2017-11-14T17:07:47+00:00 https://arxiv.org/abs/1706.02744 cshalizi to_read causality algorithmic_fairness prediction machine_learning janzing.dominik re:ADAfaEPoV via:arsyed to_teach:statistics_of_inequality_and_discrimination in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:25748940e755/ Phys. Rev. X 7, 031021 (2017) - Quantum Common Causes and Quantum Causal Models 2017-08-01T14:58:48+00:00 https://journals.aps.org/prx/abstract/10.1103/PhysRevX.7.031021 cshalizi to:NB causality quantum_mechanics https://pinboard.in/ https://pinboard.in/u:cshalizi/b:7e99cb691502/ Janzing , Balduzzi , Grosse-Wentrup , Schölkopf : Quantifying causal influences 2016-12-01T20:16:35+00:00 http://projecteuclid.org/DPubS?service=UI&version=1.0&verb=Display&handle=euclid.aos/1383661266 cshalizi to:NB graphical_models time_series causality statistics information_theory to_read re:ADAfaEPoV to_teach:undergrad-ADA https://pinboard.in/ https://pinboard.in/u:cshalizi/b:cc28ca5ecedf/ Transformative Treatments 2016-07-27T13:29:19+00:00 https://kieranhealy.org/publications/transformativetreat/ cshalizi to:NB causality causal_inference barely-comprehensible_metaphysics healy.kieran have_skimmed https://pinboard.in/ https://pinboard.in/u:cshalizi/b:2501750bf8f2/ Actual Causality | The MIT Press 2016-06-02T21:09:05+00:00 https://mitpress.mit.edu/books/actual-causality cshalizi to:NB books:noted causality halpern.joseph_y. https://pinboard.in/ https://pinboard.in/u:cshalizi/b:2b66d058daf6/ The Causal Devolution 2016-04-08T22:51:49+00:00 http://smr.sagepub.com/content/27/2/148 cshalizi to:NB have_read causality causal_inference sociology social_science_methodology abbott.andrew https://pinboard.in/ https://pinboard.in/u:cshalizi/b:8f8ff2446323/ Causal Reasoning in Physics // Reviews // Notre Dame Philosophical Reviews // University of Notre Dame 2016-01-15T14:23:02+00:00 https://ndpr.nd.edu/news/58425-causal-reasoning-in-physics/ cshalizibooks:noted book_reviews physics reductionism causality philosophy_of_science barely-comprehensible_metaphysics in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:a22b701c0ea3/ [1512.07942] Multi-Level Cause-Effect Systems 2016-01-05T18:51:03+00:00 http://arxiv.org/abs/1512.07942 cshalizi to:NB to_read causality causal_inference macro_from_micro eberhardt.frederick kith_and_kin re:what_is_a_macrostate https://pinboard.in/ https://pinboard.in/u:cshalizi/b:28c034bbe5ac/ The ontological status of shocks and trends in macroeconomics - Springer 2015-12-14T22:53:31+00:00 http://link.springer.com/article/10.1007/s11229-014-0503-5 cshalizi to:NB macroeconomics economics time_series hoover.kevin philosophy_of_science causality causal_inference graphical_models have_read https://pinboard.in/ https://pinboard.in/u:cshalizi/b:444500c53937/ Causal Reasoning for Events in Continuous Time: A Decision-Theoretic Approach 2015-07-16T12:18:16+00:00 http://www.homepages.ucl.ac.uk/~ucgtrbd/uai2015_causal/papers/didelez.pdf cshalizi time_series point_processes causality causal_inference graphical_models statistics didelez.vanessa stochastic_processes heard_the_talk in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:90bcda1d9c9f/ The Relation between Kin and Multilevel Selection: An Approach Using Causal Graphs 2015-03-10T03:06:12+00:00 http://bjps.oxfordjournals.org/content/early/2015/01/20/bjps.axu047.short cshalizi to:NB to_read causality graphical_models philosophy_of_science evolutionary_biology levels_of_selection via:nybooks https://pinboard.in/ https://pinboard.in/u:cshalizi/b:5b9b7471957b/ [1410.0470] ACE Bounds; SEMs with Equilibrium Conditions 2015-01-20T01:56:09+00:00 http://arxiv.org/abs/1410.0470 cshalizito:NB causal_inference causality graphical_models statistics economics econometrics richardson.thomas robins.james_m. https://pinboard.in/ https://pinboard.in/u:cshalizi/b:87a7b302af00/ Frontiers of Test Validity Theory: Measurement, Causation, and Meaning (Paperback) - Routledge 2014-11-21T19:39:42+00:00 http://www.routledge.com/books/details/9781841692203/ cshalizi to:NB books:noted psychometrics social_measurement statistics causality borsboom.denny https://pinboard.in/ https://pinboard.in/u:cshalizi/b:34ab8ba2a5a4/ Hume’s definitions of ‘Cause’: Without idealizations, within the bounds of science - Springer 2014-10-06T16:57:33+00:00 http://link.springer.com/article/10.1007/s11229-014-0499-x cshalizi to:NB causality hume.david history_of_ideas philosophy https://pinboard.in/ https://pinboard.in/u:cshalizi/b:cfdad81693b9/ Systems without a graphical causal representation - Springer 2014-06-15T19:19:01+00:00 http://link.springer.com/article/10.1007/s11229-013-0380-3?wt_mc=alerts.TOCjournals cshalizi to:NB graphical_models causality color_me_skeptical https://pinboard.in/ https://pinboard.in/u:cshalizi/b:4e01bddcae6b/ Modelling mechanisms with causal cycles - Springer 2014-06-15T19:18:40+00:00 http://link.springer.com/article/10.1007/s11229-013-0360-7 cshalizi to:NB graphical_models causality explanation_by_mechanisms philosophy_of_science https://pinboard.in/ https://pinboard.in/u:cshalizi/b:c5753a87097a/ The Principle of Common Cause // Reviews // Notre Dame Philosophical Reviews // University of Notre Dame 2014-06-14T14:06:36+00:00 http://ndpr.nd.edu/news/47288-the-principle-of-common-cause/ cshalizi P(A|!C) implies P(C|A) > P(C|!A). There may be a simpler way, but my path was to prove that P(A|C) > P(A|!C) iff P(A,C) > P(A)P(C). For brevity, set P(C) = q. Now start from P(A,C) > P(A)P(C): P(A,C) > P(A)P(C) Hypothesis qP(A|C) > q^2 P(A|C) + q(1-q)P(A|!C) Substitution 1 > q + (1-q) P(A|!C)/P(A|C) Divide through by LHS (> 0) 1-q > (1-q) P(A|!C)/P(A|C) Subtract q from both sides 1 > P(A|!C)/P(A|C) Divide through by LHS (> 0) P(A|C) > P(A|!C) Multiply through by denominator (> 0) Reversing the steps gives the other direction.]]> book_reviews causality probability causal_inference https://pinboard.in/ https://pinboard.in/u:cshalizi/b:c0bea03c7bcb/ Can Interventionists be Neo-Russellians? Interventionism, the Open Systems Argument and the Arrow of Entropy - PhilSci-Archive 2014-06-13T22:19:05+00:00 http://philsci-archive.pitt.edu/9618/ cshalizi to:NB causality philosophy_of_science barely-comprehensible_metaphysics kith_and_kin reutlinger.alexander have_read https://pinboard.in/ https://pinboard.in/u:cshalizi/b:fb89fdb738cc/ Kullback Causality Measures [JSTOR: Annals of Economics and Statistics / Annales d'Économie et de Statistique, No. 6/7 (Apr. - Sep., 1987), pp. 369-410] 2014-03-11T20:04:11+00:00 http://www.jstor.org/discover/10.2307/20075662?uid=3739864&uid=2129&uid=2&uid=70&uid=4&uid=3739256&sid=21103637210507 cshalizi to:NB to_read causality information_theory statistics gourieroux.christian monfort.alain via:mraginsky https://pinboard.in/ https://pinboard.in/u:cshalizi/b:63d233c17e77/ [1403.1239] Causal diagrams for interference 2014-03-08T22:16:47+00:00 http://arxiv.org/abs/1403.1239 cshalizi to:NB causal_inference causality graphical_models ogburn.elizabeth vanderweele.tyler heard_the_talk statistics https://pinboard.in/ https://pinboard.in/u:cshalizi/b:60d3023af2fc/ [cs/0005030] Axiomatizing Causal Reasoning 2014-03-06T20:55:28+00:00 http://arxiv.org/abs/cs/0005030 cshalizi to:NB causality logic halpern.joseph https://pinboard.in/ https://pinboard.in/u:cshalizi/b:f5be8b1b6981/ Is Race a Cause? 2014-02-10T22:28:50+00:00 http://dx.doi.org/10.1086/673721 cshalizi to:NB causality race racism philosophy_of_science have_read to_teach:undergrad-ADA https://pinboard.in/ https://pinboard.in/u:cshalizi/b:af53bd7559d4/ A Formal Framework for Representing Mechanisms? 2014-02-10T22:26:22+00:00 http://www.jstor.org/action/showArticleInfo?doi=10.1086%2F674206 cshalizi to:NB explanation_by_mechanisms philosophy_of_science graphical_models causality to_teach:undergrad-ADA https://pinboard.in/ https://pinboard.in/u:cshalizi/b:db57a5f7303d/ When to Expect Violations of Causal Faithfulness and Why It Matters 2014-02-10T22:18:11+00:00 http://www.jstor.org/action/showArticleInfo?doi=10.1086%2F673937 cshalizi to:NB causal_inference causality complexity https://pinboard.in/ https://pinboard.in/u:cshalizi/b:6b72e8ea0514/ Commentary: Selection Bias as an Explanation for the Obesit... : Epidemiology 2014-01-16T00:01:14+00:00 http://journals.lww.com/epidem/Fulltext/2014/01000/Commentary___Selection_Bias_as_an_Explanation_for.3.aspx cshalizigraphical_models causality causal_inference epidemiology obesity to_read to_teach:undergrad-ADA https://pinboard.in/ https://pinboard.in/u:cshalizi/b:12da166a319e/ Cognitive Science - Volume 37, Issue 6 - 2011 Rumelhart Prize Special Issue Honoring Judea Pearl Edited by Steven A. Sloman and Judea Pearl - Wiley Online Library 2013-12-19T14:58:25+00:00 http://onlinelibrary.wiley.com/doi/10.1111/cogs.2013.37.issue-6/issuetoc cshalizito:NB cognitive_science causal_inference causality graphical_models pearl.judea https://pinboard.in/ https://pinboard.in/u:cshalizi/b:378a1b548175/ [1311.7513] From Statistical Evidence to Evidence of Causality 2013-12-16T16:21:21+00:00 http://arxiv.org/abs/1311.7513 cshalizi to:NB to_read causality causal_inference kith_and_kin to_teach:undergrad-ADA fienberg.stephen_e. dawid.a._philip https://pinboard.in/ https://pinboard.in/u:cshalizi/b:41a55a5c2a03/ "On the causal interpretation of race in regressions adjusting for conf" by Tyler J. VanderWeele and Whitney Robinson 2013-11-22T18:13:26+00:00 http://biostats.bepress.com/harvardbiostat/paper163/ cshalizi to:NB racism race causal_inference causality statistics vanderweele.tyler to_teach:undergrad-ADA entableted have_read https://pinboard.in/ https://pinboard.in/u:cshalizi/b:a40ba8dafa45/ Causal Analysis after Haavelmo 2013-10-13T18:54:06+00:00 http://www.nber.org/papers/w19453.pdf?new_window=1 cshalizi to:NB graphical_models causality causal_inference econometrics statistics to_read https://pinboard.in/ https://pinboard.in/u:cshalizi/b:b7ea45e1b373/ Causation and Its Basis in Fundamental Physics - Hardcover - Douglas Kutach - Oxford University Press 2013-09-25T16:19:57+00:00 http://global.oup.com/academic/product/causation-and-its-basis-in-fundamental-physics-9780199936205 cshalizi to:NB books:noted causality philosophy_of_science barely-comprehensible_metaphysics https://pinboard.in/ https://pinboard.in/u:cshalizi/b:761e943adc11/ Causation: A User's Guide by L. A. Paul - Powell's Books 2013-06-04T01:10:52+00:00 http://www.powells.com/biblio?isbn=0199673454 cshalizi causality philosophy books:noted in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:c244580dc041/ Single World Intervention Graphs (SWIGs): A Unification of the Counterfactual and Graphical Approaches to Causality 2013-05-11T03:54:30+00:00 http://www.csss.washington.edu/Papers/wp128.pdf cshalizi graphical_models causal_inference causality richardson.thomas via:ogburn in_NB entableted have_read blogged robins.james_m. https://pinboard.in/ https://pinboard.in/u:cshalizi/b:6c9476ac3977/ Alternative Graphical Causal Models and the Identification of Direct Effects 2013-05-10T16:57:15+00:00 http://www.biostat.harvard.edu/robins/publications/wp100.pdf cshalizi causality graphical_models causal_inference richardson.thomas to_teach:undergrad-ADA via:ogburn in_NB robins.james_m. https://pinboard.in/ https://pinboard.in/u:cshalizi/b:bb3a551b7328/ Political Extremism Is Supported by an Illusion of Understanding 2013-05-01T20:37:35+00:00 http://pss.sagepub.com/content/early/2013/04/24/0956797612464058 cshalizi to:NB psychology political_science experimental_psychology causality via:xmarquez re:democratic_cognition https://pinboard.in/ https://pinboard.in/u:cshalizi/b:2ca0367049f0/ [1304.7920] From Ordinary Differential Equations to Structural Causal Models: the deterministic case 2013-05-01T16:31:46+00:00 http://arxiv.org/abs/1304.7920 cshalizi to:NB causality graphical_models dynamical_systems janzing.dominik https://pinboard.in/ https://pinboard.in/u:cshalizi/b:4416508cda77/