Pinboard (cshalizi) https://pinboard.in/u:cshalizi/public/ recent bookmarks from cshalizi [2501.16839] Flow Matching: Markov Kernels, Stochastic Processes and Transport Plans 2025-02-03T00:35:34+00:00 https://arxiv.org/abs/2501.16839 cshalizi to:NB computational_statistics latent_variables stochastic_processes to_read https://pinboard.in/ https://pinboard.in/u:cshalizi/b:b41c5700d66a/ [2501.15896] A mirror descent approach to maximum likelihood estimation in latent variable models 2025-02-03T00:31:16+00:00 https://arxiv.org/abs/2501.15896 cshalizi to:NB computational_statistics optimization latent_variables em_algorithm https://pinboard.in/ https://pinboard.in/u:cshalizi/b:4996f85a32ed/ Handbook of Graphical Models 2018-07-08T14:54:29+00:00 https://stat.ethz.ch/~maathuis/papers/Handbook.pdf cshalizi to:NB graphical_models statistics latent_variables causal_inference causal_discovery maathuis.marloes lauritzen.steffen https://pinboard.in/ https://pinboard.in/u:cshalizi/b:9fafcf409873/ Intervention and Identifiability in Latent Variable Modelling | SpringerLink 2018-06-23T16:06:00+00:00 https://link.springer.com/article/10.1007/s11023-018-9460-y cshalizi to:NB identifiability causal_inference graphical_models inference_to_latent_objects latent_variables re:g_paper https://pinboard.in/ https://pinboard.in/u:cshalizi/b:84ff774d65a1/ [1204.6703] Two SVDs Suffice: Spectral decompositions for probabilistic topic modeling and latent Dirichlet allocation 2012-05-01T04:09:03+00:00 http://arxiv.org/abs/1204.6703 cshalizi> k)." That's a really remarkable claim, and I'd tag it to_be_shot_after_a_fair_trial if it weren't being made by genuinely serious people.]]> to_read latent_variables topic_models text_mining mixture_models statistics machine_learning cool_if_true spectral_clustering in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:7559d6656342/ Nonlinear Models of Measurement Errors 2011-12-23T21:21:18+00:00 http://www.aeaweb.org/articles.php?doi=10.1257/jel.49.4.901 cshalizi to:NB statistics latent_variables inference_to_latent_objects instrumental_variables econometrics to_teach:undergrad-ADA https://pinboard.in/ https://pinboard.in/u:cshalizi/b:37bcef54c81e/ A Rotation Test to Verify Latent Structure 2010-03-03T05:45:42+00:00 http://jmlr.csail.mit.edu/papers/v11/perry10a.html cshalizifactor_analysis latent_variables in_NB regression owen.art re:g_paper perry.patrick_o. https://pinboard.in/u:cshalizi/b:307ee5accc79/ [1002.4802] Gaussian Process Structural Equation Models with Latent Variables 2010-02-26T16:15:42+00:00 http://arxiv.org/abs/1002.4802 cshalizi statistics graphical_models latent_variables nonparametrics estimation heard_the_talk https://pinboard.in/u:cshalizi/b:0dc88a078c50/ Missing and spurious interactions and the reconstruction of complex networks — PNAS 2009-12-31T22:03:50+00:00 http://www.pnas.org/content/106/52/22073.abstract cshalizi network_data_analysis latent_variables statistics to_read https://pinboard.in/u:cshalizi/b:3abbe2a86f00/ [0910.2098] Overlapping Stochastic Block Models 2009-10-21T01:58:06+00:00 http://arxiv.org/abs/0910.2098 cshalizicommunity_discovery network_data_analysis to_read latent_variables re:stacs https://pinboard.in/u:cshalizi/b:15257cdbe4e5/ A New Lease on Life for Thomson's Bonds Model of Intelligence (Bartholomew, Deary and Lawn, 2009) 2009-08-01T14:08:48+00:00 http://psycnet.apa.org/?fa=main.doiLanding&doi=10.1037/a0016262 cshalizi to:blog iq mental_testing factor_analysis psychometrics latent_variables re:g_paper via:moritz-heene i_told_you_so thomson.godfrey spearman.charles https://pinboard.in/u:cshalizi/b:a3a5a77318be/ Particle methods for maximum likelihood estimation in latent variable models 2009-07-03T23:16:03+00:00 http://www.springerlink.com/content/a7417j44w5278576/ cshalizilatent_variables particle_filters estimation statistics https://pinboard.in/u:cshalizi/b:6b76e209dc5a/ Inverse problems as statistics (Evans and Stark, 2001) 2009-06-28T16:51:20+00:00 http://www.stat.berkeley.edu/tech-reports/609.abstract cshalizi inverse_problems statistics nonparametrics estimation latent_variables to_read to_teach:complexity-and-inference https://pinboard.in/u:cshalizi/b:f16bd27d4f1d/ Tetrad Project Homepage 2009-06-28T16:45:24+00:00 http://www.phil.cmu.edu/projects/tetrad/ cshalizi tetrad causal_inference graphical_models machine_learning statistics philosophy_of_science latent_variables https://pinboard.in/u:cshalizi/b:d84e42c6a585/ "Statistical Theory and Methods for Complex, High-Dimensional Data" 2009-06-20T16:21:38+00:00 http://www.newton.ac.uk/programmes/SCH/seminars/index.html cshalizi statistics machine_learning model_selection graphical_models regression latent_variables principal_components factor_analysis dimension_reduction lasso bioinformatics track_down_references via:shivak https://pinboard.in/u:cshalizi/b:5fee06f71a4d/ On-line expectation–maximization algorithm for latent data models 2009-06-02T18:06:51+00:00 http://www3.interscience.wiley.com/journal/122210829/abstract cshalizi statistics latent_variables computational_statistics mixture_models to_teach:data-mining in_NB https://pinboard.in/u:cshalizi/b:e97c8cd6413a/ [0905.2592] The Sticky HDP-HMM: Bayesian Nonparametric Hidden Markov Models with Persistent States 2009-05-19T13:37:50+00:00 http://arxiv.org/abs/0905.2592 cshalizimarkov_models change-point_problem statistics latent_variables jordan.michael_i. fox.emily kith_and_kin in_NB heard_the_talk https://pinboard.in/u:cshalizi/b:9fb2a16c948a/ Partisan Influence in Congress and Institutional Change 2009-05-01T16:02:27+00:00 http://www.uwm.edu/~tofias/papers/demento.apsa08.pdf cshalizi congress nominate clustering statistics political_science latent_variables via:justin https://pinboard.in/u:cshalizi/b:688cbf1e5467/ Applying Discrete PCA in Data Analysis 2009-05-01T11:59:36+00:00 http://www.hiit.fi/~buntine/uai2004.html cshalizi to_teach:data-mining statistics latent_variables latent_semantic_analysis to:NB jakulin.aleks buntine.wray principal_components independent_component_analysis https://pinboard.in/u:cshalizi/b:a2eea9f875cc/ On Model Expansion, Model Contraction, Identifiability and Prior Information: Two Illustrative Scenarios Involving Mismeasured Variables 2009-03-27T23:51:47+00:00 http://projecteuclid.org/DPubS?service=UI&version=1.0&verb=Display&handle=euclid.ss/1121347636 cshalizistatistics identifiability estimation via:guslacerda latent_variables to_read gustafson.paul https://pinboard.in/u:cshalizi/b:aeae0e9588d5/ [0901.4785] Anomalous Diffusion and Scaling in Coupled Stochastic Processes 2009-02-02T17:00:22+00:00 http://arxiv.org/abs/0901.4785 cshalizistochastic_processes to:NB to_read latent_variables https://pinboard.in/u:cshalizi/b:82c51dc83700/ Stratified exponential families: Graphical models and model selection 2009-01-11T20:22:43+00:00 http://projecteuclid.org/DPubS?service=UI&version=1.0&verb=Display&handle=euclid.aos/1009210550 cshalizigraphical_models exponential_families latent_variables https://pinboard.in/u:cshalizi/b:65bc3eebc64a/ Measuring the Mind: Conceptual Issues in Contemporary Psychometrics - Borsboom [@Labyrinth] 2008-08-21T01:46:29+00:00 http://www.labyrinthbooks.com/sale_detail.aspx?isbn=9780521844635 cshalizi books:recommended psychometrics philosophy_of_science latent_variables inference_to_latent_objects borsboom.denny https://pinboard.in/u:cshalizi/b:06cd484a9fd4/ Unbiased Methods for Population-based Association Studies 2008-06-08T02:21:31+00:00 http://www.stat.cmu.edu/tr/tr750/tr750.html cshalizigenetics statistics confounding genomic_control regression latent_variables kith_and_kin devlin.bernie roeder.kathryn bacanu.silviu-alin https://pinboard.in/u:cshalizi/b:c7a995c78457/