Takagishi, M. and van de Velden, M. (2022), Visualizing class specific heterogeneous tendencies in categorical data. Journal of Computational and Graphical Statistics, 31(3), pp.790-801. DOI:10.1080/10618600.2022.2035737
R package available on CRAN: https://cran.r-project.org/package=mccca.
Goto, S., Takagishi, M. and Yadohisa, H. (2021), Clustering for time-varying relational count data. Computational Statistics & Data Analysis. 156, pp.107-123. DOI: 10.1016/j.csda.2020.107123.
Takagishi, M., van de Velden, M., and Yadohisa, H. (2019), Clustering preference data in the presence of response style bias. British Journal of Mathematical and Statistical Psychology. 72(3), pp.401-425. DOI: 10.1111/bmsp.12170.
R package is available on CRAN: https://cran.r-project.org/package=ccrs
Takagishi, M. and Yadohisa, H. (2019), Robust curve registration using the t distribution, Behaviormetrika. 46(1), pp.177 - 198. DOI: 10.1007/s41237-019-00077-5.
Takagishi, M. and Yadohisa, H. (2015), Semi-supervised clustering for sparsely sampled longitudinal data, Procedia Computer Science, 61, pp.18-23. DOI:10.1016/j.procs.2015.09.138.