ENSAE Paris - École d'ingénieurs pour l'économie, la data science, la finance et l'actuariat

Methods in quantitative sociology



Department: Sociology


Blei, David M., Lafferty, John D., 2009. "Topic models" in Srivastava, Ashok N., Sahami, Mehran (Eds.), Text Mining. Classification, Clustering and Applications, Chapman and Hall/CRC, p. 71-94.

Di Prete T. A., Forristal J. D., 1994, « Multilevel Models : Methods and Substance », Annual Review of Sociology, 20, p. 331-357.

Hastie, T. J.; Tibshirani, R. J.; Friedman, J. H., 2009, The Elements of Statistical Learning, Springer.

Magidson Jay, Vermunt Jeroen, 2004,. « Latent class models », In D. Kaplan (Ed.), Handbook of quantitative methodology for the social sciences (pp. 175–198). Newbury Park, CA: Sage.

Mohr, John W., Bogdanov, Petko, 2013. "Topic models. What they are and why they matter", Poetics , 41, p. 545-569

Muthén Bengt, 2008, « Latent variable hybrids: Overview of old and new models », In Hancock, G. R., & Samuelsen, K. M. (Eds.), Advances in latent variable mixture models (pp. 1-24).

Snijders T. A., Bosker J., 1999, Introduction to Multilevel Analysis, London, Sage.