BAMBI: An R package for fitting bivariate angular mixture models

S Chakraborty, SWK Wong - Journal of Statistical Software, 2021 - jstatsoft.org
Statistical analyses of directional or angular data have applications in a variety of fields,
such as geology, meteorology and bioinformatics. There is substantial literature on …

Robust circular-circular correlation coefficient

EA Mahmood - Communications in Statistics-Theory and Methods, 2024 - Taylor & Francis
Many classical methods have been proposed to compute circular-circular correlation
coefficients. However, these classical methods might be very sensitive to outliers in the data …

In-depth Analysis of von Mises Distribution Models: Understanding Theory, Applications, and Future Directions

S Benlakhdar, M Rziza, ROH Thami - Statistics, Optimization & …, 2024 - iapress.org
Multimodal and asymmetric circular data manifest in diverse disciplines, underscoring the
significance of fitting suitable distributions for the analysis of such data. This study …

A new flexible class of kernel-based tests of independence

M Cuparić, B Ebner, B Milošević - arXiv preprint arXiv:2401.11540, 2024 - arxiv.org
Spherical and hyperspherical data are commonly encountered in diverse applied research
domains, underscoring the vital task of assessing independence within such data structures …

Bayesian analysis of coupled cellular and nuclear trajectories for cell migration

S Chakraborty, T Lan, Y Tseng, SWK Wong - Biometrics, 2022 - academic.oup.com
Cell migration, the process by which cells move from one location to another, plays crucial
roles in many biological events. While much research has been devoted to understand the …

[PDF][PDF] Investigating EEG Inter-brain Synchrony: Methods to gather Meaningful Evidence

F Cassioli, N Bellaert, MP Tripiana, S Galdiolo… - osf.io
Synchrony has been proposed as a relevant phenomenon for investigating social
neurophysiological and psychological processes, with inter-brain synchrony, in particular …