Semiparametric regression analysis for alternating recurrent event data.
Sign Up to like & getrecommendations! Published in 2018 at "Statistics in medicine"
DOI: 10.1002/sim.7563
Abstract: Alternating recurrent event data arise frequently in clinical and epidemiologic studies, where 2 types of events such as hospital admission and discharge occur alternately over time. The 2 alternating states defined by these recurrent events… read more here.
Keywords: semiparametric regression; recurrent event; event data; alternating states ... See more keywords
Combining mixed effects hidden markov models with latent alternating recurrent event processes to model diurnal active-rest cycles.
Sign Up to like & getrecommendations! Published in 2022 at "Biometrics"
DOI: 10.1111/biom.13865
Abstract: Data collected from wearable devices can shed light on an individual's pattern of behavioral and circadian routine. Phone use can be modeled as alternating processes, between the state of active use and the state of… read more here.
Keywords: recurrent event; state; alternating recurrent; hidden markov ... See more keywords