Abramowitz, A.
2010.
The Disappearing Center: Engaged citizens, Polarization, and American Democracy
. Yale University Press.
Abramowitz, A. I., and Saunders, K. L.. 2008. “Is Polarization a Myth?.”
The Journal of Politics
70(2):542–555.
Agresti, A.
2013.
Categorical Data Analysis
. Hoboken, NJ: John Wiley & Sons.
Aitkin, M.
1987. “Modelling Variance Heterogeneity in Normal Regression Using Glim.”
Applied Statistics
36(3):332–339.
Aldrich, J. H., and McKelvey, R. D.. 1977. “A Method of Scaling with Applications to the 1968 and 1972 Presidential Elections.”
American Political Science Review
71(1):111–130.
Andrich, D.
1978. “A Rating Formulation for Ordered Response Categories.”
Psychometrika
43(4):561–573.
Ansolabehere, S., Rodden, J., and Snyder, J. M.. 2008. “The Strength of Issues: Using Multiple Measures to Gauge Preference Stability, Ideological Constraint, and Issue Voting.”
American Political Science Review
102(2):215–232.
Armstrong, D. A., Bakker, R., Carroll, R., Hare, C., Poole, K. T., and Rosenthal, H.. 2014.
Analyzing Spatial Models of Choice and Judgment with R
. Boca Raton, FL: Chapman and Hall/CRC.
Bafumi, J., Gelman, A., Park, D. K., and Kaplan, N.. 2005. “Practical Issues in Implementing and Understanding Bayesian Ideal Point Estimation.”
Political Analysis
13:171–187.
Bafumi, J., and Herron, M. C.. 2010. “Leapfrog Representation and Extremism: A Study of American Voters and their Members in Congress.”
American Political Science Review
104(3):519–542.
Bailey, M.
2001. “Ideal Point Estimation with a Small Number of Votes: A Random-effects Approach.”
Political Analysis
9(3):192–210.
Bailey, M., and Chang, K. H.. 2001. “Comparing Presidents, Senators, and Justices: Interinstitutional Preference Estimation.”
Journal of Law, Economics, and Organization
17(2):477–506.
Bailey, M. A.
2007. “Comparable Preference Estimates Across Time and Institutions for the Court, Congress, and Presidency.”
American Journal of Political Science
51(3):433–448.
Baker, F. B., and Kim, S.-H.. 2004.
Item Response Theory: Parameter Estimation Techniques
. CRC Press.
Baldassarri, D., and Gelman, A.. 2008. “Partisans Without Constraint: Political Polarization and Trends in American Public Opinion.”
American Journal of Sociology
114(2):408–446.
Bock, R. D.
1972. “Estimating Item Parameters and Latent Ability When Responses are Scored in Two or More Nominal Categories.”
Psychometrika
37(1):29–51.
Bock, R. D., and Aitkin, M.. 1981. “Marginal Maximum Likelihood Estimation of Item Parameters: Application of an EM Algorithm.”
Psychometrika
46(4):443–459.
Broockman, D. E., and Butler, D. M.. 2017. “The Causal Effects of Elite Position-Taking on Voter Attitudes: Field Experiments with Elite Communication.”
American Journal of Political Science
61(1):208–221.
Carsey, T. M., and Layman, G. C.. 2006. “Changing Sides or Changing Minds? Party Identification and Policy Preferences in the American Electorate.”
American Journal of Political Science
50(2):464–477.
Caughey, D., Dunham, J., and Warshaw, C.. 2018. “The Ideological Nationalization of Partisan Subconstituencies in the American States.”
Public Choice
176(1):133–151.
Caughey, D., and Warshaw, C.. 2015. “Dynamic Estimation of Latent Opinion Using a Hierarchical Group-Level IRT Model.”
Political Analysis
23(2):197–211.
Caughey, D., and Warshaw, C.. 2016. “The Dynamics of State Policy Liberalism, 1936–2014.”
American Journal of Political Science
60(4):899–913.
Clinton, J., Jackman, S., and Rivers, D.. 2004. “The Statistical Analysis of Roll Call Data.”
American Political Science Review
98(02):355–370.
Converse, P.
1964. “The Nature of Belief Systems in Mass Publics.” In
Ideology and Discontent
, edited by David, A., 206–261. New York: Free Press.
Cook, R. D., and Weisberg, S.. 1983. “Diagnostics for Heteroscedasticity in Regression.”
Biometrika
70(1):1–10.
Delli Carpini, M. X., and Keeter, S.. 1996.
What Americans Know about Politics and Why It Matters
. New Haven, CT: Yale University Press.
DiMaggio, P., Evans, J., and Bryson, B.. 1996. “Have American’s Social Attitudes Become More Polarized?.”
American Journal of Sociology
102(3):690–755.
Evans, J. H.
2003. “Have Americans’ Attitudes Become More Polarized? - An Update.”
Social Science Quarterly
84(1):71–90.
Fiorina, M. P., Abrams, S. A., and Pope, J. C.. 2008. “Polarization in the American Public: Misconceptions and Misreadings.”
The Journal of Politics
70(2):556–560.
Fiorina, M. P., and Abrams, S. J.. 2012.
Disconnect: The Breakdown of Representation in American Politics
. Norman, OK: University of Oklahoma Press.
Fiorina, M. P., Abrams, S. J., and Pope, J.. 2006.
Culture war?: The Myth of a Polarized America
. New York: Longman Publishing Group.
Hare, C., Armstrong, D. A., Bakker, R., Carroll, R., and Poole, K. T.. 2015. “Using Bayesian Aldrich–McKelvey Scaling to Study Citizens’ Ideological Preferences and Perceptions.”
American Journal of Political Science
59(3):759–774.
Hill, S. J., and Tausanovitch, C.. 2015. “A Disconnect in Representation? Comparison of Trends in Congressional and Public Polarization.”
The Journal of Politics
77(4):1058–1075.
Hoff, P. D., and Niu, X.. 2012. “A Covariance Regression Model.”
Statistica Sinica
22:729–753.
Hurwitz, J., and Peffley, M.. 1987. “How are Foreign Policy Attitudes Structured? A Hierarchical Model.”
American Political Science Review
81(4):1099–1120.
Imai, K., Lo, J., and Olmsted, J.. 2016. “Fast Estimation of Ideal Points with Massive Data.”
American Political Science Review
110(4):631–656.
Inglehart, R., and Welzel, C.. 2005.
Modernization, Cultural change, and Democracy: The Human Development Sequence
. New York: Cambridge University Press.
Jackson, J. E.
1983. “The Systematic Beliefs of the Mass Public: Estimating Policy Preferences with Survey Data.”
The Journal of Politics
45(4):840–865.
Jacoby, W. G.
2006. “Value Choices and American Public Opinion.”
American Journal of Political Science
50(3):706–723.
Jessee, S.
2016. “How Can We Estimate the Ideology of Citizens and Political Elites on the Same Scale?.”
American Journal of Political Science
60(4):1108–1124.
Jessee, S. A.
2009. “Spatial Voting in the 2004 Presidential Election.”
American Political Science Review
103(1):59–81.
Jöreskog, K. G., and Goldberger, A. S.. 1975. “Estimation of a Model with Multiple Indicators and Multiple Causes of a Single Latent Variable.”
Journal of the American Statistical Association
70(351a):631–639.
Judd, C. M., and Milburn, M. A.. 1980. “The Structure of Attitude Systems in the General Public: Comparisons of a Structural Equation Model.”
American Sociological Review
45(4):627–643.
King, G., Murray, C. J., Salomon, J. A., and Tandon, A.. 2004. “Enhancing the Validity and Cross-cultural Comparability of Measurement in Survey Research.”
American Political Science Review
98(1):191–207.
Lauderdale, B. E.
2010. “Unpredictable Voters in Ideal Point Estimation.”
Political Analysis
18(2):151–171.
Layman, G. C., and Carsey, T. M.. 2002. “Party Polarization and “Conflict Extension” in the American Electorate.”
American Journal of Political Science
46(4):786–802.
Layman, G. C., Carsey, T. M., and Horowitz, J. M.. 2006. “Party Polarization in American Politics: Characteristics, Causes, and Consequences.”
Annual Review of Political Science
9:83–110.
Lewis, J. B.
2001. “Estimating Voter Preference Distributions from Individual-level Voting Data.”
Political Analysis
9(3):275–297.
Londregan, J.
2000. “Estimating Legislator’s Preferred Points.”
Political Analysis
8(1):35–56.
Lord, F. M., Novick, M. R., and Birnbaum, A.. 1968.
Statistical Theories of Mental Test Scores
. Boston, MA: Addison-Wesley.
Martin, A. D., and Quinn, K. M.. 2002. “Dynamic Ideal Point Estimation via Markov Chain Monte Carlo for the U.S. Supreme Court, 1953–1999.”
Political Analysis
10(2):134–153.
Martin, A. D., Quinn, K. M., and Park, J. H.. 2011. “Mcmcpack: Markov Chain Monte Carlo in R.”
Journal of Statistical Software
42(9):1–21.
Masters, G. N.
1982. “A Rasch Model for Partial Credit Scoring.”
Psychometrika
47(2):149–174.
McCarty, N., Poole, K. T., and Rosenthal, H.. 2016.
Polarized America: The Dance of Ideology and Unequal Riches
. Cambridge, MA: MIT Press.
Mendelberg, T., McCabe, K. T., and Thal, A.. 2017. “College Socialization and the Economic Views of Affluent Americans.”
American Journal of Political Science
61(3):606–623.
Mislevy, R. J.
1987. “Exploiting Auxiliary Infornlation about Examinees in the Estimation of Item Parameters.”
Applied Psychological Measurement
11(1):81–91.
Mouw, T., and Sobel, M. E.. 2001. “Culture Wars and Opinion Polarization: The Case of Abortion.”
American Journal of Sociology
106(4):913–943.
Muraki, E.
1992. “A Generalized Partial Credit Model: Application of an EM Algorithm.”
Applied Psychological Measurement
16(2):159–176.
Muthén, B.
1984. “A General Structural Equation Model with Dichotomous, Ordered Categorical, and Continuous Latent Variable Indicators.”
Psychometrika
49(1):115–132.
Norpoth, H., and Lodge, M.. 1985. “The Difference Between Attitudes and Nonattitudes in the Mass Public: Just Measurements.”
American Journal of Political Science
29(2):291–307.
Park, D. K., Gelman, A., and Bafumi, J.. 2004. “Bayesian Multilevel Estimation with Poststratification: State-level Estimates from National Polls.”
Political Analysis
12(4):375–385.
Peterson, B., and Harrell, F. E.. 1990. “Partial Proportional Odds Models for Ordinal Response Variables.”
Applied statistics
39(2):205–217.
Poole, K. T., and Rosenthal, H.. 1991. “Patterns of Congressional Voting.”
American Journal of Political Science
35(1):228–278.
Rasch, G.
1960.
Probabilistic Models for Some Intelligence and Achievement Tests
. Copenhagen: Danish Institute for Educational Research.
Rasch, G.
1961. “On General Laws and the Meaning of Measurement in Psychology.” In
Proceedings of the Fourth Berkeley Symposium on Mathematical Statistics and Probability, vol. 4
, 321–333. University of California Press Berkeley.
Rueda, D., and Stegmueller, D.. 2016. “The Externalities of Inequality: Fear of Crime and Preferences for Redistribution in Western Europe.”
American Journal of Political Science
60(2):472–489.
Tausanovitch, C., and Warshaw, C.. 2013. “Measuring Constituent Policy Preferences in Congress, State Legislatures, and Cities.”
The Journal of Politics
75(2):330–342.
Treier, S., and Hillygus, D. S.. 2009. “The Nature of Political Ideology in the Contemporary Electorate.”
Public Opinion Quarterly
73(4):679–703.
Treier, S., and Jackman, S.. 2008. “Democracy as a Latent Variable.”
American Journal of Political Science
52(1):201–217.
Verbyla, A. P.
1993. “Modelling Variance Heterogeneity: Residual Maximum Likelihood and Diagnostics.”
Journal of the Royal Statistical Society. Series B (Methodological)
55(2):493–508.
Western, B., and Bloome, D.. 2009. “Variance Function Regressions for Studying Inequality.”
Sociological Methodology
39(1):293–326.
Zaller, J.
1992.
The Nature and Origins of Mass Opinion
. New York: Cambridge University Press.
Zhou, X.
2014. “Increasing Returns to Education, Changing Labor Force Structure, and the Rise of Earnings Inequality in Urban China, 1996–2010.”
Social Forces
93(2):429–455.
Zhou, X.2018a. hIRT: Hierarchical Item Response Theory Models. R package version 0.1.3, available at the Comprehensive R Archive Network (CRAN).