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Mathematical Population Studies
An International Journal of Mathematical Demography
Volume 27, 2020 - Issue 3
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Articles

Bridging data exploration and modeling in event-history analysis: the supervised-component Cox regression

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References

  • Andersen, P. K., Borgan, O., Gill, R. D., et al. (1993). Statistical Models Based on Counting Processes. Springer Series in Statistics. New York: Springer-Verlag.
  • Antoine, P. Fall, A.-S., Adjamagbo A., et al. (2004). Crise, passage à l’âge adulte et devenir de la famille dans les classes moyennes et pauvres à Dakar. In Antoine, P. and Fall, A.-S. (Eds.), Intermediate Report to the CODESRIA. Dakar: IRD-IFAN. doi:https://doi.org/10.13140/2.1.2947.8089.
  • Bastien, P., Esposito Vinzi, V., and Tenenhaus, M. (2005). PLS generalised linear regression. Computational Statistics & Data Analysis, 48(1): 17–46. doi:https://doi.org/10.1016/j.csda.2004.02.005
  • Breslow, N. E. and Crowley, J. (1974). A large-sample study of the life table and product limit estimates under random censorship. Annals of Statistics, 2(3): 437–454. doi:https://doi.org/10.1214/aos/1176342705
  • Bry, X. (2006). Extension de l’analyse en composantes thématiques univariée au modèle linéaire généralisé. Revue de Statistique Appliquée, 54(3): 5–32.
  • Bry, X., Simac, T., and Verron, T. (2016). Supervised-component based Cox regression. In A. Colubi, A. Blanco, and C. Gatu (Eds.), COMPSTAT 2016, Proceedings Berlin: Springer, 195–204.
  • Bry, X. and Antoine, P. (2004). Explorer l’explicatif ; application à l’analyse biographique. Population-F, 59(6): 909–945. [Translated into] Exploring explanatory models; an event history application. Population-E 59(6): 795–830.
  • Bry, X. and Verron, T. (2015). THEME: THEmatic model exploration through multiple co-structure maximization. Journal of Chemometrics, 29(12): 637–647. doi:https://doi.org/10.1002/cem.2759
  • Chojnacka, H. (2000). Early marriage and polygyny: feature characteristics of nuptiality in Africa. Genus, LVI(3–4): 179–208.
  • Collett, D. (2003). Modelling Survival Data in Medical Research (2nd Edition) Boca Raton: CRC. ISBN 1584883251.
  • Courgeau, D. and Lelièvre, E. (1989). Analyse démographique des biographies. Paris: Ined.
  • Cox, D. R. (1972). Regression models and life-tables. Journal of the Royal Statistical Society, Series B, 34(2): 187–220.
  • Cox, D. R. (1975). Partial likelihood. Biometrika, 62: 269–276. doi:https://doi.org/10.1093/biomet/62.2.269
  • Cox, D. R. and Oakes, D. (1984). Analysis of Survival Data. New York: Chapman & Hall.
  • Gning, S. B. and Antoine, P. (2015). Polygamie et personnes âgées au Sénégal. Mondes en développement, 171(3): 31–50.
  • Houwelingen (van), H. C., Bruinsma, T., Hart, A. A. M., et al. (2006). Cross-validated Cox regression on microarray gene expression data. Statistics in Medicine, 25(18): 3201–3216. doi:https://doi.org/10.1002/sim.2353
  • Kalbfleisch, J. D. and Prentice, R. L. (1973). Marginal likelihoods based on Cox’s regression and life model. Biometrika, 60(2): 267–278. doi:https://doi.org/10.1093/biomet/60.2.267
  • Møller, V. and Welch, J. (1990). Polygamy, economic security and well-being of retired Zulu migrant workers. Journal of Cross-Cultural Gerontology, 5(3): 205–216. doi:https://doi.org/10.1007/BF00116999
  • Perperoglou, A., le Cessie, S., and van Houwelingen, H. (2006). Reduced-rank hazard regression for modelling non-proportional hazards. Statistics in Medicine, 25(16): 2831–2845. doi:https://doi.org/10.1002/sim.2360
  • Pilon, M. (1991). Contribution à l’analyse de la polygamie. Étude de la population africaine, 5: 1–17.
  • Tibshirani, R. (1997). The Lasso method for variable selection in the Cox model. Statistics in Medicine, 16(4): 385–395.
  • Wold, S., Ruhe, A., Wold, H., et al. (1984). The collinearity problem in linear regression. The partial least squares (PLS) approach to generalized inverses. SIAM Journal on Scientific and Statistical Computing, 5(3): 735–743. doi:https://doi.org/10.1137/0905052

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