Lauri Heinonen, & Joni Virta. (2026). Model-based sparse mixed-type PCA, arxiv, R code
Lauri Heinonen, & Joni Virta (2026). A method for sparse and robust independent component analysis. Journal of Multivariate Analysis, 213, 105587, https://doi.org/10.1016/j.jmva.2025.105587, R code
Heinonen, L., Nyberg, H. & Virta, J. Weighted embedding and outlier detection of metric space data. Adv Data Anal Classif (2025). https://doi.org/10.1007/s11634-025-00627-8
Ydinmenetelmä riippumattomien kompenenttien analyysiin (master’s thesis, 2021, in Finnish), https://urn.fi/URN:NBN:fi-fe2021070240890
Talks