2 papers
stat.ME2020
Latent function-on-scalar regression models for observed sequences of binary data: a restricted likelihood approach
Fatemeh Asgari, Mohammad Hossein Alamatsaz, Valeria Vitelli +1
In this paper, we study a functional regression setting where the random response curve is unobserved, and only its dichotomized version observed at a sequence of correlated binary…
math.ST2020
Kernel Mean Embedding of Probability Measures and its Applications to Functional Data Analysis
Saeed Hayati, Kenji Fukumizu, Afshin Parvardeh
This study intends to introduce kernel mean embedding of probability measures over infinite-dimensional separable Hilbert spaces induced by functional response statistical models.…