Kubkowski M., Mielniczuk J., Selection consistency of Lasso-based procedures for misspecified high-dimensional binary model and random regressors, arXiv preprint arXiv:1906.04175, 2019.
Kubkowski M., Misspecification of binary regression model: properties and inferential procedures, PhD Thesis, 2019. [pdf]
Kubkowski M., Mielniczuk J., Projections of a general binary model on a logistic regression, Linear Algebra and Its Applications 536, 2018.
Cieślak T., Gaczkowski M., Kubkowski M., Małogrosz M., Multipeakons viewed as geodesics, Bulletin Polish Acad. Sci. Math., 2017.
Kubkowski M., Mielniczuk J., Active sets of predictors for misspecified logistic regression, Statistics 51(5), 2017.