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Articles

Latent Class Analysis for Multiple Discrete Latent Variables: A Study on the Association Between Violent Behavior and Drug-Using Behaviors

References

  • Bandeen-Roche, K., Miglioretti, D. L., Zeger, S. L., & Rathouz, P. J. (1997). Latent variable regression for multiple discrete outcomes. Journal of the American Statistical Association, 92, 1375–1386.
  • Bourque, S. (2016). Association between adolescent substance use and weapon carrying: Analysis of 2013 YRBS (Unpublished master’s thesis). Georgia State University, Atlanta, GA.
  • Center for Behavioral Health Statistics and Quality. (2015). Behavioral health trends in the United States: Results from the 2014 National Survey on Drug Use and Health (HHS Publication No. SMA 15-4927, NSDUH Series H-50). Retrieved from http://www.samhsa.gov/data/
  • Chung, H., Anthony, J. C., & Schafer, J. L. (2011). Latent class profile analysis: An application to stage sequential processes in early onset drinking behaviours. Journal of the Royal Statistical Society: Series A (Statistics in Society), 174, 689–712.
  • Chung, H., Park, Y., & Lanza, S. T. (2005). Latent transition analysis with covariates: Pubertal timing and substance use behaviours in adolescent females. Statistics in Medicine, 24, 2895–2910.
  • Dempster, A. P., Laird, N. M., & Rubin, D. B. (1977). Maximum likelihood from incomplete data via the EM algorithm. Journal of the Royal Statistical Society: Series B (Methodological), 39, 1–38.
  • Duncan, D. T., Rienti, M. J., Kulldorff, M., Aldstadt, J., Castro, M. C., Frounfelker, R.,… Williams, D. R. (2016). Local spatial clustering in youths’ use of tobacco, alcohol, and marijuana in Boston. The American Journal of Drug and Alcohol Abuse, 42, 412–421.
  • DuRant, R. H., Altman, D., Wolfson, M., Barkin, S., Kreiter, S., & Krowchuk, D. (2000). Exposure to violence and victimization, depression, substance use, and the use of violence by young adolescents. The Journal of Pediatrics, 137, 707–713.
  • Epstein-Ngo, Q. M., Cunningham, R. M., Whiteside, L. K., Chermack, S. T., Booth, B. M., Zimmerman, M. A., & Walton, M. A. (2013). A daily calendar analysis of substance use and dating violence among high risk urban youth. Drug and Alcohol Dependence, 130, 194–200.
  • Harford, T. C., Chen, C. M., & Grant, B. F. (2016). Other-and self-directed forms of violence and their relationship with number of substance use disorder criteria among youth ages 12–17: Results from the National Survey on Drug Use and Health. Journal of Studies on Alcohol and Drugs, 77, 277–286.
  • Herrenkohl, T. I., Maguin, E., Hill, K. G., Hawkins, J. D., Abbott, R. D., & Catalano, R. F. (2000). Developmental risk factors for youth violence. Journal of Adolescent Health, 26, 176–186.
  • Hirschtritt, M. E., Darrow, S. M., Illmann, C., Osiecki, L., Grados, M., Sandor, P.,… Mathews, C. A. (2016). Social disinhibition is a heritable subphenotype of tics in tourette syndrome. Neurology, 87, 497–504.
  • Kann, L., McManus, T., Harris, W. A., Shanklin, S. L., Flint, K. H., Hawkins,… Zaza, S. (2016). Youth risk behavior surveillance — United States, 2015. MMWR Surveillance Summaries, 65(SS-6), 1–174.
  • Kaplan, D., & Keller, B. (2011). A note on cluster effects in latent class analysis. Structural Equation Modeling, 18, 525–536.
  • Lanza, S. T., Coffman, D. L., & Xu, S. (2013). Causal inference in latent class analysis. Structural Equation Modeling, 20, 361–383.
  • Lazarsfeld, P. F., & Henry, N. W. (1968). Latent structure analysis. Boston, MA: Houghton Mifflin.
  • Lowry, R., Cohen, L. R., Modzeleski, W., Kann, L., Collins, J. L., & Kolbe, L. J. (1999). School violence, substance use, and availability of illegal drugs on school property among us high school students. Journal of School Health, 69, 347–355.
  • Roesch, S. C., Villodas, M., & Villodas, F. (2010). Latent class/profile analysis in maltreatment research: A commentary on Nooner et al., Pears et al., and looking beyond. Child Abuse & Neglect, 34, 155–160.
  • Rothman, E. F., Reyes, L. M., Johnson, R. M., & LaValley, M. (2012). Does the alcohol make them do it? Dating violence perpetration and drinking among youth. Epidemiologic Reviews, 34(1), 103–119.
  • Rubin, D. B. (1976). Inference and missing data. Biometrika, 63, 581–592.
  • Swahn, M. H., & Donovan, J. E. (2006). Alcohol and violence: Comparison of the psychosocial correlates of adolescent involvement in alcohol-related physical fighting versus other physical fighting. Addictive Behaviors, 31, 2014–2029.
  • Swahn, M. H., Simon, T. R., Hammig, B. J., & Guerrero, J. L. (2004). Alcohol-consumption behaviors and risk for physical fighting and injuries among adolescent drinkers. Addictive Behaviors, 29, 959–963.
  • Van der Heijden, P. G., Dessens, J., & Bockenholt, U. (1996). Estimating the concomitant-variable latent-class model with the EM algorithm. Journal of Educational and Behavioral Statistics, 21, 215–229.
  • Van Horn, M. L., Fagan, A. A., Jaki, T., Brown, E. C., Hawkins, J. D., Arthur, M. W.,… Catalano, R. F. (2008). Using multilevel mixtures to evaluate intervention effects in group randomized trials. Multivariate Behavioral Research, 43, 289–326.
  • Vermunt, J. K. (2003). Multilevel latent class models. Sociological Methodology, 33, 213–239.
  • Walton, M. A., Cunningham, R. M., Goldstein, A. L., Chermack, S. T., Zimmerman, M. A., Bingham, C. R.,… Blow, F. C. (2009). Rates and correlates of violent behaviors among adolescents treated in an urban emergency department. Journal of Adolescent Health, 45, 77–83.
  • White, H. R., Loeber, R., Stouthamer-Loeber, M., & Farrington, D. P. (1999). Developmental associations between substance use and violence. Development and Psychopathology, 11, 785–803.

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