Background Bayesian hierarchical piecewise regression (BHPR) modeling has not been
previously formulated to detect and characterise the mechanism of trajectory divergence …

Efficient resource allocation is crucial across diverse sectors, from finance and public policy
to industrial management. Despite advances in financial economics, exemplified by the …

The most common analysis for fMRI images is activation detection, in which the purpose is to
find the locations in the brain that respond to specific functions, such as visual processing or …

Change point analysis is an efficient method for understanding the unexpected behaviour of
the data used in many different disciplines. Although the literature contains a variety of …

Change point analysis is an efficient method for understanding the unexpected behavior of
the data used in many different disciplines including medical imaging. It is important to find …

Abstract" El pronóstico de series de tiempo tiene una historia extensa, su objetivo es
recolectar y estudiar rigurosamente las observaciones pasadas de una serie temporal para …

Longitudinal data, collected on the same participants at multiple times during their lives or
throughout an intervention, are common in epidemiological studies1-4. Longitudinally …

We investigate the statistical change-point problem in a variety of settings. In particular, we
develop a number of statistical models that may be applied to the problem of detecting the …