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}, @book{shar02-modern, title = {Modern Methods of Teaching Political Science}, publisher = {Sarup \& Sons}, author = {Sharma, Prem Lata}, month = jan, year = {2002} }, @misc{??-michaelchughes, title = {michaelchughes / bnpy-dev}, url = {https://bitbucket.org/michaelchughes/bnpy-dev}, howpublished = {https://bitbucket.org/michaelchughes/bnpy-dev} }, @incollection{chan13-parallel, title = {Parallel Sampling of {DP} Mixture Models using {Sub-Cluster} Splits}, booktitle = {Advances in Neural Information Processing Systems 26}, publisher = {Curran Associates, Inc.}, author = {Chang, Jason and Fisher {III,} John W}, editor = {Burges, C. 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Q.}, year = {2013}, pages = {620{\textendash}628} }, @article{lamo15-independence, title = {Independence and Corporations in {Pre-Reform} Freeman Boroughs: A Case Study {\textendash} {Newcastle-under-Lyme} in the 1810s}, volume = {34}, shorttitle = {Independence and Corporations in {Pre-Reform} Freeman Boroughs}, number = {2}, journal = {Parliamentary History}, author = {Lamont, Stephen}, year = {2015}, pages = {218--236} }, @article{liu12-ordinal, title = {Ordinal regression analysis: Using generalized ordinal logistic regression models to estimate educational data}, volume = {11}, shorttitle = {Ordinal regression analysis}, number = {1}, journal = {Journal of Modern Applied Statistical Methods}, author = {Liu, Xing and Koirala, Hari}, year = {2012}, pages = {21} }, @article{deeg10-agency, title = {Agency and the Structure of Party Competition: Alignment, Stability and the Role of Political Elites}, volume = {33}, shorttitle = {Agency and the Structure of Party Competition}, number = {3}, journal = {West European Politics}, author = {{Deegan-Krause,} Kevin and Enyedi, Zsolt}, year = {2010}, pages = {686--710} }, @article{calv15-communication, title = {Communication and influence}, volume = {10}, number = {2}, journal = {Theoretical Economics}, author = {{Calv{\'o}-Armengol,} Antoni and de Mart{\'i}, Joan and Prat, Andrea}, year = {2015}, pages = {649--690} }, @article{bout15-majority, title = {Majority runoff elections: Strategic voting and Duverger's hypothesis}, volume = {10}, shorttitle = {Majority runoff elections}, number = {2}, journal = {Theoretical Economics}, author = {Bouton, Laurent and Gratton, Gabriele}, year = {2015}, pages = {283--314} }, @article{koni13-estimating, title = {Estimating Party Positions across Countries and {Time{\textemdash}A} Dynamic Latent Variable Model for Manifesto Data}, volume = {21}, number = {4}, journal = {Political Analysis}, author = {K{\"o}nig, Thomas and Marbach, Moritz and Osnabr{\"u}gge, Moritz}, year = {2013}, pages = {468--491} }, @article{lowe13-validating, title = {Validating Estimates of Latent Traits from Textual Data Using Human Judgment as a Benchmark}, volume = {21}, number = {3}, journal = {Political Analysis}, author = {Lowe, Will and Benoit, Kenneth}, year = {2013}, pages = {298--313} }, @inproceedings{yano12-textual, address = {Stroudsburg, {PA,} {USA}}, series = {{NAACL} {HLT} '12}, title = {Textual Predictors of Bill Survival in Congressional Committees}, booktitle = {Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies}, publisher = {Association for Computational Linguistics}, author = {Yano, Tae and Smith, Noah A. and Wilkerson, John D.}, year = {2012}, pages = {793{\textendash}802} }, @book{munz14-automated, title = {Automated Data Collection with R: A Practical Guide to Web Scraping and Text Mining}, shorttitle = {Automated Data Collection with R}, publisher = {John Wiley \& Sons}, author = {Munzert, Simon and Rubba, Christian and Mei{\ss}ner, Peter and Nyhuis, Dominic}, month = oct, year = {2014} }, @article{kim14-technical, title = {Technical Appendix for {{\textquotedblleft}Voting,} Speechmaking, and the Dimensions of Conflict in the {US} Senate{\textquotedblright}}, author = {Kim, In Song and Londregan, John and Ratkovic, Marc}, year = {2014}, url = {http://web.mit.edu/insong/www/pdf/sfatechnicalappendix.pdf} }, @article{tetl81-personality, title = {Personality and isolationism: Content analysis of senatorial speeches}, volume = {41}, shorttitle = {Personality and isolationism}, number = {4}, journal = {Journal of Personality and Social Psychology}, author = {Tetlock, Philip E.}, year = {1981}, pages = {737--743} }, @article{kim14-voting, title = {Voting, Speechmaking, and the Dimensions of Conflict in the {US} Senate}, author = {Kim, In Song and Londregan, John and Ratkovic, Marc}, year = {2014}, url = {http://asiapolmeth.princeton.edu/sites/default/files/polmeth/files/session\_3\_kim\_londregan\_ratkovic.pdf} }, @techreport{coff14-issue, address = {Rochester, {NY}}, type = {{SSRN} Scholarly Paper}, title = {Issue Ownership vs. Conflict Extension: Understanding State Party Polarization}, shorttitle = {Issue Ownership vs. Conflict Extension}, number = {{ID} 2439490}, institution = {Social Science Research Network}, author = {Coffey, Daniel J.}, month = may, year = {2014}, url = {http://papers.ssrn.com/abstract=2439490} }, @article{chua??-topiccheck:, title = {{TopicCheck:} Interactive Alignment for Assessing Topic Model Stability}, shorttitle = {{TopicCheck}}, author = {Chuang, Jason and Roberts, Margaret E. and Stewart, Brandon M. and Weiss, Rebecca and Tingley, Dustin and Grimmer, Justin and Heer, Jeffrey}, url = {{http://idl.cs.washington.edu/files/2015-TopicCheck-NAACL.pdf}} }, @article{chua??-computer-assisted, title = {{Computer-Assisted} Content Analysis: Topic Models for Exploring Multiple Subjective Interpretations}, shorttitle = {{Computer-Assisted} Content Analysis}, author = {Chuang, Jason and Wilkerson, John D. and Weiss, Rebecca and Tingley, Dustin and Stewart, Brandon M. and Roberts, Margaret E. and {Poursabzi-Sangdeh,} Forough and Grimmer, Justin and Findlater, Leah and {Boyd-Graber,} Jordan and others}, url = {{http://www-dsp.rice.edu/files/Paper7.pdf}} }, @article{clar15-big, title = {Big Data, Causal Inference, and Formal Theory: Contradictory Trends in Political Science?}, volume = {48}, shorttitle = {Big Data, Causal Inference, and Formal Theory}, number = {01}, journal = {{PS:} Political Science \& Politics}, author = {Clark, William Roberts and Golder, Matt}, year = {2015}, pages = {65{\textendash}70} }, @article{monr15-no!, title = {No! Formal Theory, Causal Inference, and Big Data Are Not Contradictory Trends in Political Science}, volume = {48}, number = {01}, journal = {{PS:} Political Science \& Politics}, author = {Monroe, Burt L. and Pan, Jennifer and Roberts, Margaret E. and Sen, Maya and Sinclair, Betsy}, year = {2015}, pages = {71{\textendash}74} }, @article{ashw15-all, title = {All Else Equal in Theory and Data {(Big} or Small)}, volume = {48}, number = {01}, journal = {{PS:} Political Science \& Politics}, author = {Ashworth, Scott and Berry, Christopher R. and Mesquita, Ethan Bueno de}, year = {2015}, pages = {89{\textendash}94} }, @article{patt15-analyzing, title = {Analyzing Big Data: Social Choice and Measurement}, volume = {48}, shorttitle = {Analyzing Big Data}, number = {01}, journal = {{PS:} Political Science \& Politics}, author = {Patty, John W. and Penn, Elizabeth Maggie}, year = {2015}, pages = {95{\textendash}101} }, @article{keel15-discipline, title = {The Discipline of Identification}, volume = {48}, number = {01}, journal = {{PS:} Political Science \& Politics}, author = {Keele, Luke}, year = {2015}, pages = {102{\textendash}106} }, @article{grim15-we, title = {We Are All Social Scientists Now: How Big Data, Machine Learning, and Causal Inference Work Together}, volume = {48}, shorttitle = {We Are All Social Scientists Now}, number = {01}, journal = {{PS:} Political Science \& Politics}, author = {Grimmer, Justin}, year = {2015}, pages = {80{\textendash}83} }, @article{gerr12-issue-adjusted, title = {The {Issue-Adjusted} Ideal Point Model}, journal = {{arXiv} preprint {arXiv:1209.6004}}, author = {Gerrish, Sean M. and Blei, David M.}, year = {2012}, url = {http://arxiv.org/abs/1209.6004} }, @inproceedings{14-workshop, title = {Workshop on Interactive Language Learning, Visualization, and Interfaces}, month = jun, year = {2014}, pages = {83} }, @article{salw14-inducing, title = {Inducing Information Structures for Data-driven Text Analysis}, journal = {{ACL} 2014}, author = {Salway, Andrew and Touileb, Samia and Tvinnereim, Endre}, year = {2014}, pages = {28} }, @inproceedings{14-workshop-a, address = {Baltimore, {MD}}, title = {Workshop on Language Technologies and Computational Social Science}, month = jun, year = {2014}, url = {{http://acl2014.org/acl2014/W14-25/W14-25-2014.pdf}} }, @inproceedings{salw14-inducing-a, title = {Inducing Information Structures for Data-driven Text Analysis}, author = {Salway, Andrew and Touileb, Samia and Tvinnereim, Endre}, month = jun, year = {2014}, url = {{http://www.mpi-sws.org/{\textasciitilde}cristian//LACSS\_2014\_files/accepted/7.html}} }, @inproceedings{alba13-automated, title = {The Automated Coding of Policy Agendas: A {Dictionary-Based} Approach}, shorttitle = {The Automated Coding of Policy Agendas}, booktitle = {6th Annual Comparative Agendas Conference, Atnwerp, Beligum}, author = {Albaugh, Quinn and Sevenans, Julie and Soroka, Stuart and Loewen, Peter John}, year = {2013}, url = {{http://www.lexicoder.com/docs/CAP2013v2.pdf}} }, @phdthesis{oco14-statistical, title = {Statistical Text Analysis for Social Science}, school = {{PhD} thesis, Carnegie Mellon University}, author = {{O{\textquoteright}Connor,} Brendan T.}, year = {2014} }, @article{lave14-measuring, title = {Measuring Policy Positions in Political Space}, volume = {17}, number = {1}, journal = {Annual Review of Political Science}, author = {Laver, Michael}, year = {2014}, pages = {207--223} }, @techreport{falc13-coalition, address = {Rochester, {NY}}, type = {{SSRN} Scholarly Paper}, title = {Coalition Agreements and Party Preferences: A Principal Components Analysis Approach}, shorttitle = {Coalition Agreements and Party Preferences}, number = {{ID} 2225108}, institution = {Social Science Research Network}, author = {{Falc{\'o}-Gimeno,} Albert and Vallb{\'e}, {Joan-Josep}}, year = {2013}, url = {http://papers.ssrn.com/abstract=2225108} }, @article{rice13-corpus-based, title = {Corpus-based 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Political Language}, journal = {Brookings Papers on Economic Activity}, author = {{JENSEN,} {JACOB} and {NAIDU,} {SURESH} and {KAPLAN,} {ETHAN} and {WILSE-SAMSON,} {LAURENCE} and {GERGEN,} {DAVID} and {ZUCKERMAN,} {MICHAEL} and {SPIRLING,} {ARTHUR}}, month = oct, year = {2012}, pages = {1--81} }, @article{mohr13-introductiontopic, series = {Topic Models and the Cultural Sciences}, title = {{Introduction{\textemdash}Topic} models: What they are and why they matter}, volume = {41}, shorttitle = {{Introduction{\textemdash}Topic} models}, number = {6}, journal = {Poetics}, author = {Mohr, John W. and Bogdanov, Petko}, year = {2013}, pages = {545--569} }, @article{fink15-does, title = {Does Reform Prevent Rebellion? Evidence From Russia{\textquoteright}s Emancipation of the Serfs}, volume = {48}, shorttitle = {Does Reform Prevent Rebellion?}, number = {8}, journal = {Comparative Political Studies}, author = {Finkel, Evgeny and Gehlbach, Scott and Olsen, Tricia D.}, year = {2015}, pages = {984--1019} }, @article{alex15-ideologues, title = {Ideologues, Partisans, and Loyalists Cabinet Ministers and Social Welfare Reform in Parliamentary Democracies}, volume = {48}, number = {8}, journal = {Comparative Political Studies}, author = {Alexiadou, Despina}, year = {2015}, pages = {1051--1086} }, @misc{??-wealth, title = {Wealth, Income, and Inequality Virtual Issue}, url = {http://www.oxfordjournals.org/en/our\_journals/subject/social\_sciences/virtual-issue-wealth-income-inequality.html}, howpublished = {http://www.oxfordjournals.org/en/our\_journals/subject/social\_sciences/virtual-issue-wealth-income-inequality.html} }, @article{doos15-making, title = {Making a non-parametric density estimator more 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Frederick}, year = {2008}, pages = {48--60} }, @article{ma15-validated, title = {A validated information criterion to determine the structural dimension in dimension reduction models}, volume = {102}, number = {2}, journal = {Biometrika}, author = {Ma, Yanyuan and Zhang, Xinyu}, year = {2015}, pages = {409--420} }, @article{yao15-effective, title = {Effective dimension reduction for sparse functional data}, volume = {102}, number = {2}, journal = {Biometrika}, author = {Yao, F. and Lei, E. and Wu, Y.}, year = {2015}, pages = {421--437} }, @article{wu15-automatic, title = {Automatic structure recovery for additive models}, volume = {102}, number = {2}, journal = {Biometrika}, author = {Wu, Yichao and Stefanski, Leonard A.}, year = {2015}, pages = {381--395} }, @book{kenn03-guide, title = {A Guide to Econometrics}, publisher = {{MIT} Press}, author = {Kennedy, Peter}, year = {2003} }, @book{wool13-introductory, title = {Introductory Econometrics: A Modern Approach}, shorttitle = {Introductory Econometrics}, publisher = {{South-Western} Cengage Learning}, author = {Wooldridge, Jeffrey M.}, month = jan, year = {2013} }, @book{kmen97-elements, address = {Ann Arbor}, edition = {2 Sub edition}, title = {Elements of Econometrics: Second Edition}, shorttitle = {Elements of Econometrics}, publisher = {University of Michigan Press}, author = {Kmenta, Jan}, month = nov, year = {1997} }, @book{haya06-econometrics, title = {Econometrics}, publisher = {New Age International {(P)} Limited}, author = {Hayashi, Fumio}, month = jan, year = {2006} }, @book{gree02-econometric, edition = {5th edition}, title = {Econometric Analysis}, publisher = {{Pearson/Prentice} Hall}, author = {Greene, William H.}, year = {2002} }, @article{beck01-teaching, title = {Teaching Statistics and Econometrics to Undergraduates}, volume = {15}, number = {4}, journal = {The Journal of Economic Perspectives}, author = {Becker, William E. and Greene, William H.}, year = {2001}, pages = {169--182} }, 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journal = {Political Science Research and Methods}, author = {Snyder, James M. Jr. and Folke, Olle and Hirano, Shigeo}, year = {2015}, pages = {169{\textendash}186} }, @article{corc15-simple, title = {Some Simple Tests of Rational Voting and Agenda Setting}, volume = {3}, number = {02}, journal = {Political Science Research and Methods}, author = {Corcoran, Sean and Romer, Thomas and Rosenthal, Howard}, year = {2015}, pages = {155{\textendash}168} }, @article{butl15-how, title = {How Do Public Goods Providers Play Public Goods Games?}, volume = {40}, number = {2}, journal = {Legislative Studies Quarterly}, author = {Butler, Daniel M. and Kousser, Thad}, year = {2015}, pages = {211--240} }, @article{howa15-politics, title = {The Politics of Obstruction: Republican Holds in the {U.S.} Senate}, volume = {40}, shorttitle = {The Politics of Obstruction}, number = {2}, journal = {Legislative Studies Quarterly}, author = {Howard, Nicholas O. and Roberts, Jason M.}, year = {2015}, pages = {273--294} }, @misc{??-how, title = {How to Become Pope Without Even Trying {\textbar} Now I Know}, url = {http://nowiknow.com/how-to-become-pope-without-even-trying/}, howpublished = {http://nowiknow.com/how-to-become-pope-without-even-trying/} }, @article{haye14-citizens, title = {Do Citizens Link Attitudes with Preferences? Economic Inequality and Government Spending in the {{\textquotedblleft}New} Gilded Age{\textquotedblright}}, volume = {95}, shorttitle = {Do Citizens Link Attitudes with Preferences?}, number = {2}, journal = {Social Science Quarterly}, author = {Hayes, Thomas J.}, year = {2014}, pages = {468--485} }, @article{leho15-varying, title = {Varying the {Un-Variable} Social Structure, Electoral Formulae, and Election Quality}, volume = {68}, number = {2}, journal = {Political Research Quarterly}, author = {Lehoucq, Fabrice and Kolev, Kiril}, year = {2015}, pages = {240--252} }, @article{haye15-fiscal, title = {Fiscal Policy and Economic Inequality in the {U.S.} States Taxing and Spending from 1976 to 2006}, volume = {68}, number = {2}, journal = {Political Research Quarterly}, author = {Hayes, Thomas J. and Vidal, D. Xavier Medina}, year = {2015}, pages = {392--407} }, @article{grum15-does, title = {Does the American Dream Matter for Members of Congress? {Social-Class} Backgrounds and {Roll-Call} Votes}, volume = {68}, shorttitle = {Does the American Dream Matter for Members of Congress?}, number = {2}, journal = {Political Research Quarterly}, author = {Grumbach, Jacob M.}, year = {2015}, pages = {306--323} }, @article{giul14-growing, title = {Growing up in a Recession}, volume = {81}, number = {2}, journal = {The Review of Economic Studies}, author = {Giuliano, P. and Spilimbergo, A.}, year = {2014}, pages = {787--817} }, @article{beth15-political, title = {The political economics of redistribution, inequality and tax avoidance}, volume = {163}, number = {3-4}, journal = {Public Choice}, author = {Bethencourt, Carlos and Kunze, Lars}, year = {2015}, pages = {267--287} }, @article{hort15-primaries:, title = {Primaries: the unifying force}, volume = {163}, shorttitle = {Primaries}, number = {3-4}, journal = {Public Choice}, author = {{Hortala-Vallve,} Rafael and Mueller, Hannes}, year = {2015}, pages = {289--305} }, @article{muel15-public, title = {Public choice, social choice, and political economy}, volume = {163}, number = {3-4}, journal = {Public Choice}, author = {Mueller, Dennis C.}, year = {2015}, pages = {379--387} }, @techreport{camy15-war, address = {Rochester, {NY}}, type = {{SSRN} Scholarly Paper}, title = {War and the Sectoral Distribution of Wealth: Evidence from United States Firms}, shorttitle = {War and the Sectoral Distribution of Wealth}, number = {{ID} 2581325}, institution = {Social Science Research Network}, author = {Camyar, Isa and Ulupinar, Bahar}, month = mar, year = {2015}, url = {http://papers.ssrn.com/abstract=2581325} }, @article{elev15-role, title = {The Role of Ideas in Policy and Institutional Change: A Comparison of the Open Functional Approach, Constructivism and Discourse Theory}, shorttitle = {The Role of Ideas in Policy and Institutional 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Quarterly}, author = {Milita, Kerri}, year = {2015}, pages = {119--146} }, @article{edwa15-alphabetically, title = {Alphabetically Ordered Ballots and the Composition of American Legislatures}, volume = {15}, number = {2}, journal = {State Politics \& Policy Quarterly}, author = {Edwards, Barry C.}, year = {2015}, pages = {171--191} }, @misc{??-committee, title = {Committee on Rules - Republicans}, url = {{http://rules-republicans.house.gov/Educational/Read.aspx?ID=27}}, howpublished = {{http://rules-republicans.house.gov/Educational/Read.aspx?ID=27}} }, @misc{??-germaneness, title = {Germaneness Requirements}, url = {http://www.ncsl.org/research/about-state-legislatures/germaneness-requirements.aspx}, howpublished = {http://www.ncsl.org/research/about-state-legislatures/germaneness-requirements.aspx} }, @article{cowl14-brown, title = {In the Brown Stuff?: Labour Backbench Dissent Under Gordon Brown, 2007{\textendash}10}, volume = {28}, shorttitle = {In the Brown Stuff?}, number = {1}, 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