ADVANCED DATA ANALYSIS I - University of Toronto

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Week 3: Duncan, O.D. 1975. “Partitioning polytomous variables in multiway contingency analysis.” Social Science Research 4:167-182. Duncan, O.D. and J. McRae, Jr. 1978. “Multiway contingency analysis with a scaled response or factor.” Sociological Methodology, ed. K. Schuessler. San Francisco: Jossey-Bass. Gerber, Theodore. 2006. “Getting Paid: Wage Arrears and Stratification in Russia.” American Journal of Sociology 111:1816-1870. Xie, Min and David McDowall. 2008. “Escaping Crime: The Effects of Direct and Indirect Victimization on Moving.” Criminology 46:809-840. Week 4: Gerber, Theodore and Michael Hout. 2004. “Tightening Up: Declining Class Mobility during Russia’s Market Transition.” American Sociological Review 69:677-694. Faust, K. And S. Wasserman. 1993. “Correlation and association models for studying measurements on ordinal relations.” Sociological Methodology, ed. P. Marsden. Oxford: Blackwell. Goodman, L. 1979. “Simple models for the analysis of association in cross-classifications having ordered categories.” Journal of the American Statistical Association 74:537-552. Duncan, O.D. 1979. “How destination depends on origin in the mobility table.” American Journal of Sociology 84:793-804. Hout, M. 1982. “Using uniform association models.” Pp. 115-128 in J. Hagan, ed., Quantitative Criminology. Beverly Hills: Sage. Goodman, L. 1969. “How to ransack mobility tables and other cross-classifications having ordered rows and columns.” American Journal of Sociology 75:1-35. Hauser, R. 1987. “Reply to Kim.” Social Forces 65: 806-815. Weeks 5-6: Vermunt, Jeroen. 2003. “Multilevel Latent Class Models.” Sociological Methodology, ed. Ross Stolzenberg. New York: ASA. Yamaguchi, K. 2000. “Multinomial logit latent-class regression models.” American Journal of Sociology 105:1702-1740. Anderson, C. and J. Vermunt. 2000. “Log-Multiplicative association models as latent variable models for nominal and/or ordinal data.” Sociological Methodology, ed. M. Becker and M. Sobel. Oxford: Blackwell.
Wright, E.O. and D. Cho. 1992. “The relative permeability of class boundaries to cross-class friendships.” American Sociological Review 57:85-102. Western, M. and E.O. Wright. 1994. “The permeability of class boundaries to intergenerational mobility among men in the United States, Canada, Norway, and Sweden.” American Sociological Review 59:606-629. Roncek, D. 1991. “Using logit coefficients to obtain the effects of independent variables on changes in probabilities.” Social Forces 70:509-518. DeMaris, A. 1993. “Odds versus probabilities in logit equations.” Social Forces 057-1065. Nagin, D. and G Pogarsky. 2003. “An experimental investigation of deterrence.” Criminology 41:167-194. Allison, P. 2001. “Multiple imputation for missing data.” Sociological Methods and Research 28:301-309. Messner, S., G. Deane, and M. Beaulieu. 2002. “A Log-multiplicative association model For allocating homicides with unknown victim-offender relationships.” Criminology 40:457-480. Week 7: Clogg, C. 1982. “Using association models in sociological research.” American Journal of Sociology 88:114-134. Weeks 8-10 Clogg, C. and L. Goodman. 1985. “Simultaneous latent structure analysis in several groups.” Sociological Methodology, ed. N. Tuma. San Francisco: Jossey-Bass. Clogg, C. and L. Goodman. 1986. “On scaling models applied to data from several groups.” Psychometrika 51:123-135. Goodman, Leo. 2007. “On the Assignment of Individuals to Latent Classes.” Sociological Methodology, ed.Yu Xie. New York: ASA. Brownfield, D. and A. Sorenson. 1987. “A latent structure analysis of delinquency.” Journal of Quantitative Criminology 3:103-124. Sorenson, A. and D. Brownfield. 1989. “Patterns of adolescent drug use: inferences from latent structure analysis.” Social Science Research 18:271-290.
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